{
  "study_title": "What AI engines tell site owners about PHP2Shell",
  "study_url": "https://broadcastwell.com/php2shell/study",
  "capture_date": "2026-10-23",
  "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
  "reviewers": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
  "grade_status": "final",
  "corrections": 0,
  "overall": {
    "planned": 150,
    "eligible": 148,
    "excluded": 2,
    "misled": 23,
    "fixed_version_correct": 106,
    "fixed_version_wrong": 2,
    "wordpress_error": 2,
    "restart_yes": 31,
    "restart_eligible": 45,
    "severity_9_2": 28,
    "overall": {
      "Incomplete": 113,
      "Correct": 23,
      "Wrong": 8,
      "No answer": 4
    }
  },
  "by_engine": {
    "ChatGPT": {
      "planned": 30,
      "eligible": 30,
      "excluded": 0,
      "misled": 2,
      "fixed_version_correct": 22,
      "fixed_version_wrong": 0,
      "wordpress_error": 0,
      "restart_yes": 6,
      "restart_eligible": 9,
      "severity_9_2": 0,
      "overall": {
        "Incomplete": 22,
        "Correct": 8
      }
    },
    "Claude": {
      "planned": 30,
      "eligible": 30,
      "excluded": 0,
      "misled": 7,
      "fixed_version_correct": 27,
      "fixed_version_wrong": 0,
      "wordpress_error": 0,
      "restart_yes": 6,
      "restart_eligible": 9,
      "severity_9_2": 19,
      "overall": {
        "Correct": 7,
        "Incomplete": 19,
        "Wrong": 4
      }
    },
    "Perplexity": {
      "planned": 30,
      "eligible": 30,
      "excluded": 0,
      "misled": 2,
      "fixed_version_correct": 20,
      "fixed_version_wrong": 0,
      "wordpress_error": 0,
      "restart_yes": 6,
      "restart_eligible": 9,
      "severity_9_2": 0,
      "overall": {
        "Correct": 5,
        "Incomplete": 22,
        "No answer": 3
      }
    },
    "Google AI Overviews": {
      "planned": 30,
      "eligible": 28,
      "excluded": 2,
      "misled": 4,
      "fixed_version_correct": 19,
      "fixed_version_wrong": 2,
      "wordpress_error": 2,
      "restart_yes": 7,
      "restart_eligible": 9,
      "severity_9_2": 6,
      "overall": {
        "Correct": 3,
        "Incomplete": 22,
        "Wrong": 3
      }
    },
    "Google AI Mode": {
      "planned": 30,
      "eligible": 30,
      "excluded": 0,
      "misled": 8,
      "fixed_version_correct": 18,
      "fixed_version_wrong": 0,
      "wordpress_error": 0,
      "restart_yes": 6,
      "restart_eligible": 9,
      "severity_9_2": 3,
      "overall": {
        "Incomplete": 28,
        "Wrong": 1,
        "No answer": 1
      }
    }
  },
  "source_domains": [
    {
      "domain": "watchtowr.com",
      "answers_citing": 32,
      "type": "vendor"
    },
    {
      "domain": "github.com",
      "answers_citing": 26,
      "type": "forum / official"
    },
    {
      "domain": "youtube.com",
      "answers_citing": 21,
      "type": "forum"
    },
    {
      "domain": "php.net",
      "answers_citing": 20,
      "type": "official"
    },
    {
      "domain": "brandefense.io",
      "answers_citing": 20,
      "type": "vendor"
    },
    {
      "domain": "wiz.io",
      "answers_citing": 19,
      "type": "vendor"
    },
    {
      "domain": "sansec.io",
      "answers_citing": 18,
      "type": "vendor"
    },
    {
      "domain": "php2shell.com",
      "answers_citing": 17,
      "type": "tracker"
    },
    {
      "domain": "socradar.io",
      "answers_citing": 17,
      "type": "vendor"
    },
    {
      "domain": "helpnetsecurity.com",
      "answers_citing": 17,
      "type": "news"
    },
    {
      "domain": "meowapps.com",
      "answers_citing": 17,
      "type": "vendor"
    },
    {
      "domain": "reddit.com",
      "answers_citing": 16,
      "type": "forum"
    },
    {
      "domain": "en.wikipedia.org",
      "answers_citing": 15,
      "type": "tracker"
    },
    {
      "domain": "cloud.google.com",
      "answers_citing": 15,
      "type": "vendor"
    },
    {
      "domain": "tuxcare.com",
      "answers_citing": 13,
      "type": "vendor"
    },
    {
      "domain": "aikido.dev",
      "answers_citing": 12,
      "type": "vendor"
    },
    {
      "domain": "recordedfuture.com",
      "answers_citing": 12,
      "type": "vendor"
    },
    {
      "domain": "unlimitedwebhosting.co.uk",
      "answers_citing": 12,
      "type": "vendor"
    },
    {
      "domain": "armis.com",
      "answers_citing": 11,
      "type": "vendor"
    },
    {
      "domain": "huntress.com",
      "answers_citing": 11,
      "type": "vendor"
    },
    {
      "domain": "arvion.ai",
      "answers_citing": 11,
      "type": "vendor"
    },
    {
      "domain": "blog.qualys.com",
      "answers_citing": 10,
      "type": "vendor"
    },
    {
      "domain": "automox.com",
      "answers_citing": 9,
      "type": "vendor"
    },
    {
      "domain": "aws.amazon.com",
      "answers_citing": 9,
      "type": "vendor"
    },
    {
      "domain": "activeset.co",
      "answers_citing": 9,
      "type": "tracker"
    },
    {
      "domain": "malwarebytes.com",
      "answers_citing": 9,
      "type": "vendor"
    },
    {
      "domain": "pentest-tools.com",
      "answers_citing": 9,
      "type": "vendor"
    },
    {
      "domain": "thehackernews.com",
      "answers_citing": 8,
      "type": "news"
    },
    {
      "domain": "ubuntu.com",
      "answers_citing": 8,
      "type": "vendor"
    },
    {
      "domain": "blog.cloudflare.com",
      "answers_citing": 8,
      "type": "vendor"
    },
    {
      "domain": "nebula.design",
      "answers_citing": 8,
      "type": "vendor"
    },
    {
      "domain": "safeguard.sh",
      "answers_citing": 8,
      "type": "vendor"
    },
    {
      "domain": "wordpress.com",
      "answers_citing": 7,
      "type": "vendor"
    },
    {
      "domain": "penligent.ai",
      "answers_citing": 7,
      "type": "vendor"
    },
    {
      "domain": "arcticwolf.com",
      "answers_citing": 7,
      "type": "vendor"
    },
    {
      "domain": "tenable.com",
      "answers_citing": 7,
      "type": "vendor"
    },
    {
      "domain": "hostinger.com",
      "answers_citing": 7,
      "type": "vendor"
    },
    {
      "domain": "corelight.com",
      "answers_citing": 7,
      "type": "vendor"
    },
    {
      "domain": "panelica.com",
      "answers_citing": 6,
      "type": "vendor"
    },
    {
      "domain": "projectdiscovery.io",
      "answers_citing": 6,
      "type": "vendor"
    },
    {
      "domain": "almalinux.org",
      "answers_citing": 6,
      "type": "vendor"
    },
    {
      "domain": "automattic.com",
      "answers_citing": 6,
      "type": "vendor"
    },
    {
      "domain": "brillmark.com",
      "answers_citing": 6,
      "type": "vendor"
    },
    {
      "domain": "digidop.com",
      "answers_citing": 6,
      "type": "vendor"
    },
    {
      "domain": "zarla.com",
      "answers_citing": 6,
      "type": "vendor"
    },
    {
      "domain": "wppoland.com",
      "answers_citing": 6,
      "type": "vendor"
    },
    {
      "domain": "wp-umbrella.com",
      "answers_citing": 6,
      "type": "vendor"
    },
    {
      "domain": "usatoday.com",
      "answers_citing": 6,
      "type": "news"
    },
    {
      "domain": "zafran.io",
      "answers_citing": 6,
      "type": "vendor"
    },
    {
      "domain": "securitylabs.datadoghq.com",
      "answers_citing": 5,
      "type": "vendor"
    },
    {
      "domain": "facebook.com",
      "answers_citing": 5,
      "type": "forum"
    },
    {
      "domain": "dev.to",
      "answers_citing": 5,
      "type": "forum"
    },
    {
      "domain": "guardz.com",
      "answers_citing": 4,
      "type": "vendor"
    },
    {
      "domain": "blog.securelayer7.net",
      "answers_citing": 4,
      "type": "vendor"
    },
    {
      "domain": "laravel.com",
      "answers_citing": 4,
      "type": "vendor"
    },
    {
      "domain": "wordpress.org",
      "answers_citing": 4,
      "type": "official"
    },
    {
      "domain": "thephp.foundation",
      "answers_citing": 4,
      "type": "official"
    },
    {
      "domain": "snazzy.solutions",
      "answers_citing": 4,
      "type": "vendor"
    },
    {
      "domain": "instagram.com",
      "answers_citing": 4,
      "type": "forum"
    },
    {
      "domain": "securityweek.com",
      "answers_citing": 4,
      "type": "news"
    },
    {
      "domain": "godaddy.com",
      "answers_citing": 4,
      "type": "vendor"
    },
    {
      "domain": "martincid.com",
      "answers_citing": 4,
      "type": "news"
    },
    {
      "domain": "therepository.email",
      "answers_citing": 4,
      "type": "news"
    },
    {
      "domain": "xcloud.host",
      "answers_citing": 4,
      "type": "vendor"
    },
    {
      "domain": "sophos.com",
      "answers_citing": 4,
      "type": "vendor"
    },
    {
      "domain": "servicenow.com",
      "answers_citing": 4,
      "type": "vendor"
    },
    {
      "domain": "securityboulevard.com",
      "answers_citing": 4,
      "type": "news"
    },
    {
      "domain": "actuatemedia.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "uvcyber.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "ox.security",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "docs.aws.amazon.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "cyber.gc.ca",
      "answers_citing": 3,
      "type": "official"
    },
    {
      "domain": "techcommunity.microsoft.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "kb.i-doit.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "x.com",
      "answers_citing": 3,
      "type": "forum"
    },
    {
      "domain": "ncsc.gov.uk",
      "answers_citing": 3,
      "type": "official"
    },
    {
      "domain": "quantical.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "deeprails.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "seosavages.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "pwc.de",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "builder.aws.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "greenbone.net",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "cybelangel.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "bluehost.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "status.pantheon.io",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "status.getflywheel.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "dreamhoststatus.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "siteground.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "status.cloudways.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "namecheap.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "status.kinsta.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "tjrobertson.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "cybersecuritynews.com",
      "answers_citing": 3,
      "type": "news"
    },
    {
      "domain": "smarthost.ie",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "mallory.ai",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "technext24.com",
      "answers_citing": 3,
      "type": "news"
    },
    {
      "domain": "straffesites.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "malcare.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "stackharbor.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "arvindkumar.ca",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "cisa.gov",
      "answers_citing": 3,
      "type": "official"
    },
    {
      "domain": "security.utoronto.ca",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "sygnia.co",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "medium.com",
      "answers_citing": 3,
      "type": "forum"
    },
    {
      "domain": "elastic.co",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "cve.tools",
      "answers_citing": 3,
      "type": "tracker"
    },
    {
      "domain": "reflectiz.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "php2shell.eu",
      "answers_citing": 3,
      "type": "tracker"
    },
    {
      "domain": "help.defense.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "slcyber.io",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "kingy.ai",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "tentenai.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "gist.github.com",
      "answers_citing": 3,
      "type": "forum"
    },
    {
      "domain": "eye.security",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "getrff.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "guidepointsecurity.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "techzine.eu",
      "answers_citing": 3,
      "type": "news"
    },
    {
      "domain": "lilting.ch",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "criticalstart.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "bostonglobe.com",
      "answers_citing": 3,
      "type": "news"
    },
    {
      "domain": "endorlabs.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "seroundtable.com",
      "answers_citing": 3,
      "type": "news"
    },
    {
      "domain": "uptimerobot.com",
      "answers_citing": 3,
      "type": "vendor"
    },
    {
      "domain": "digitalapplied.com",
      "answers_citing": 2,
      "type": "vendor"
    },
    {
      "domain": "meta.stackoverflow.com",
      "answers_citing": 2,
      "type": "forum"
    },
    {
      "domain": "nsa.gov",
      "answers_citing": 2,
      "type": "official"
    },
    {
      "domain": "support.cpanel.net",
      "answers_citing": 2,
      "type": "vendor"
    },
    {
      "domain": "secureinseconds.com",
      "answers_citing": 2,
      "type": "vendor"
    },
    {
      "domain": "cloudflare.com",
      "answers_citing": 2,
      "type": "vendor"
    },
    {
      "domain": "bleepingcomputer.com",
      "answers_citing": 2,
      "type": "news"
    },
    {
      "domain": "web-cloud.status-ovhcloud.com",
      "answers_citing": 2,
      "type": "vendor"
    },
    {
      "domain": "status.hetzner.com",
      "answers_citing": 2,
      "type": "vendor"
    },
    {
      "domain": "thenextweb.com",
      "answers_citing": 2,
      "type": "news"
    },
    {
      "domain": "newsweek.com",
      "answers_citing": 2,
      "type": "news"
    },
    {
      "domain": "kodekloud.com",
      "answers_citing": 2,
      "type": "vendor"
    },
    {
      "domain": "content.govdelivery.com",
      "answers_citing": 2,
      "type": "official"
    },
    {
      "domain": "prophetsecurity.ai",
      "answers_citing": 2,
      "type": "vendor"
    },
    {
      "domain": "php2shell.sh",
      "answers_citing": 2,
      "type": "tracker"
    },
    {
      "domain": "blackduck.com",
      "answers_citing": 2,
      "type": "vendor"
    },
    {
      "domain": "xint.io",
      "answers_citing": 2,
      "type": "vendor"
    },
    {
      "domain": "patchmon.net",
      "answers_citing": 2,
      "type": "vendor"
    },
    {
      "domain": "digital.nhs.uk",
      "answers_citing": 2,
      "type": "official"
    },
    {
      "domain": "action1.com",
      "answers_citing": 2,
      "type": "vendor"
    },
    {
      "domain": "sentinelone.com",
      "answers_citing": 2,
      "type": "vendor"
    },
    {
      "domain": "addy.io",
      "answers_citing": 2,
      "type": "vendor"
    },
    {
      "domain": "access.redhat.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "abstract.security",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "herodevs.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "scantitan.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "service.purdue.edu",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "unit42.paloaltonetworks.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "strobes.co",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "sforce.co",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "codeable.io",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "clickk.com.au",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "matm.co.uk",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "itbutler.sa",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "tatua.digital",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "techrepublic.com",
      "answers_citing": 1,
      "type": "news"
    },
    {
      "domain": "daily.dev",
      "answers_citing": 1,
      "type": "forum"
    },
    {
      "domain": "linkedin.com",
      "answers_citing": 1,
      "type": "forum"
    },
    {
      "domain": "wordfence.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "note.com",
      "answers_citing": 1,
      "type": "forum"
    },
    {
      "domain": "secureworld.io",
      "answers_citing": 1,
      "type": "news"
    },
    {
      "domain": "success.trendmicro.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "ionos-status.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "blacklabel.hosting",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "cloudlinux.zendesk.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "cpanel.net",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "wordify.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "aiidelist.com",
      "answers_citing": 1,
      "type": "tracker"
    },
    {
      "domain": "tutorlms.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "hurriyet.com.tr",
      "answers_citing": 1,
      "type": "news"
    },
    {
      "domain": "media.defense.gov",
      "answers_citing": 1,
      "type": "official"
    },
    {
      "domain": "cybaverse.co.uk",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "ionix.io",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "fortiguard.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "blog.checkpoint.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "php2shell.imperva.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "it.tenable.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "outpost24.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "sweet.security",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "news.ycombinator.com",
      "answers_citing": 1,
      "type": "forum"
    },
    {
      "domain": "intruder.io",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "flawfence.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "digitalocean.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "php2shell.uk",
      "answers_citing": 1,
      "type": "tracker"
    },
    {
      "domain": "stackoverflow.com",
      "answers_citing": 1,
      "type": "forum"
    },
    {
      "domain": "levelup.gitconnected.com",
      "answers_citing": 1,
      "type": "forum"
    },
    {
      "domain": "wavect.io",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "infomaniak.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "flyingpenguin.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "computingforgeeks.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "bluewin.ch",
      "answers_citing": 1,
      "type": "news"
    },
    {
      "domain": "sliplane.io",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "c360red.com",
      "answers_citing": 1,
      "type": "vendor"
    },
    {
      "domain": "cert.europa.eu",
      "answers_citing": 1,
      "type": "official"
    },
    {
      "domain": "cnbc.com",
      "answers_citing": 1,
      "type": "news"
    },
    {
      "domain": "indianexpress.com",
      "answers_citing": 1,
      "type": "news"
    },
    {
      "domain": "therecord.media",
      "answers_citing": 1,
      "type": "news"
    }
  ],
  "top_source_urls": [
    {
      "url": "https://watchtowr.com/intelligence/php-cve-2026-109618-faq/",
      "answers_citing": 27,
      "type": "vendor"
    },
    {
      "url": "https://brandefense.io/blog/php2shell-php-rce-cve-2026-109618-109619/",
      "answers_citing": 20,
      "type": "vendor"
    },
    {
      "url": "https://www.wiz.io/blog/php2shell-php-rce",
      "answers_citing": 19,
      "type": "vendor"
    },
    {
      "url": "https://sansec.io/research/php2shell",
      "answers_citing": 18,
      "type": "vendor"
    },
    {
      "url": "https://meowapps.com/php2shell-wordpress/",
      "answers_citing": 17,
      "type": "vendor"
    },
    {
      "url": "https://en.wikipedia.org/wiki/PHP2Shell",
      "answers_citing": 15,
      "type": "tracker"
    },
    {
      "url": "https://cloud.google.com/blog/products/identity-security/responding-to-core-php-vulnerabilities-cve-2026-109618-cve-2026-109619",
      "answers_citing": 14,
      "type": "vendor"
    },
    {
      "url": "https://tuxcare.com/blog/php2shell-cve/",
      "answers_citing": 12,
      "type": "vendor"
    },
    {
      "url": "https://www.aikido.dev/blog/critical-vulnerabilities-in-php-php2shell",
      "answers_citing": 12,
      "type": "vendor"
    },
    {
      "url": "https://www.recordedfuture.com/blog/php2shell-vulnerability-exploitation",
      "answers_citing": 12,
      "type": "vendor"
    },
    {
      "url": "https://www.unlimitedwebhosting.co.uk/blog/php2shell-critical-php-vulnerabilities/",
      "answers_citing": 12,
      "type": "vendor"
    },
    {
      "url": "https://www.php2shell.com/",
      "answers_citing": 11,
      "type": "tracker"
    },
    {
      "url": "https://socradar.io/blog/php2shell-cve-2026-109618-cve-2026-109619/",
      "answers_citing": 11,
      "type": "vendor"
    },
    {
      "url": "https://www.huntress.com/blog/php2shell-leaked-critical-php-vulnerabilities",
      "answers_citing": 11,
      "type": "vendor"
    },
    {
      "url": "https://www.armis.com/blog/php2shell-how-to-find-prioritize-and-patch-affected-systems/",
      "answers_citing": 11,
      "type": "vendor"
    },
    {
      "url": "https://www.helpnetsecurity.com/2026/10/21/php2shell-php-vulnerabilities-patched-cve-2026-109618-cve-2026-109619/",
      "answers_citing": 11,
      "type": "news"
    },
    {
      "url": "https://arvion.ai/tools/php2shell",
      "answers_citing": 11,
      "type": "vendor"
    },
    {
      "url": "https://blog.qualys.com/vulnerabilities-threat-research/2026/10/20/php-announces-critical-security-release-for-two-vulnerabilities",
      "answers_citing": 10,
      "type": "vendor"
    },
    {
      "url": "https://www.php.net/archive/2026.php",
      "answers_citing": 9,
      "type": "official"
    },
    {
      "url": "https://watchtowr.com/intelligence/php-remote-code-execution-php2shell/",
      "answers_citing": 9,
      "type": "vendor"
    },
    {
      "url": "https://www.automox.com/blog/php2shell-what-you-need-to-know-and-how-to-respond",
      "answers_citing": 9,
      "type": "vendor"
    },
    {
      "url": "https://github.com/ersinkoc/php-fix",
      "answers_citing": 9,
      "type": "forum"
    },
    {
      "url": "https://www.malwarebytes.com/blog/bugs/2026/10/php2shell-why-websites-are-going-offline-for-emergency-security-updates",
      "answers_citing": 9,
      "type": "vendor"
    },
    {
      "url": "https://pentest-tools.com/network-vulnerability-scanning/php2shell-scanner",
      "answers_citing": 9,
      "type": "vendor"
    },
    {
      "url": "https://www.php.net/",
      "answers_citing": 8,
      "type": "official"
    },
    {
      "url": "https://ubuntu.com/blog/php2shell-vulnerability-fixes-available",
      "answers_citing": 8,
      "type": "vendor"
    },
    {
      "url": "https://www.activeset.co/blog/php2shell-wordpress-what-to-check",
      "answers_citing": 8,
      "type": "tracker"
    },
    {
      "url": "https://nebula.design/security/php2shell/",
      "answers_citing": 8,
      "type": "vendor"
    },
    {
      "url": "https://thehackernews.com/2026/10/php-issues-emergency-patches-for-two.html",
      "answers_citing": 7,
      "type": "news"
    },
    {
      "url": "https://www.penligent.ai/hackinglabs/php2shell/",
      "answers_citing": 7,
      "type": "vendor"
    }
  ],
  "host_claims": [
    {
      "answer_id": "Q05-chatgpt-1",
      "engine": "ChatGPT",
      "run": 1,
      "hosts_named": "Hostinger: Confirmed patched; GoDaddy: Confirmed patched; SiteGround: Confirmed patched (applied PHP's released fixes across all SiteGround servers); Namecheap: Confirmed patched (shared/reseller rollout completed); Kinsta: Confirmed patched; Cloudways: Confirmed patched; Flywheel: Confirmed patched; IONOS: Confirmed patched (managed platforms); OVHcloud: Patched with scope limitations (PHP 7.4–8.5 on Web Hosting); Pantheon: Patched with scope limitations; Bluehost: Still rolling out; HostGator: Still rolling out; DreamHost: Still rolling out",
      "host_comparison": "Hostinger: claimed 'Confirmed patched' (patched); Index 'patched' (Wednesday October 21, 2026; Updated October 22, 07:20 UTC): matches || GoDaddy: claimed 'Confirmed patched' (patched); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || SiteGround: claimed 'Confirmed patched (applied PHP's released fixes across all SiteGround servers)' (patched); Index 'mitigation only' (Oct 21, 2026 (body: Last updated: 21 October 2026, 11:30 UTC)): differs || Namecheap: claimed 'Confirmed patched (shared/reseller rollout completed)' (patched); Index 'patching' (Update @ 9:33 AM EDT | 13:33 UTC, October 22 (latest; initial post October 21, 09:31 AM America/New_York)): differs || Kinsta: claimed 'Confirmed patched' (patched); Index 'patched' (Oct 22, 2026 - 08:26 UTC (Resolved; first update Oct 21, 2026 - 19:04 UTC)): matches || Cloudways: claimed 'Confirmed patched' (patched); Index 'patched' (Oct 22, 2026 - 10:20 UTC (completion; latest Oct 22, 2026 - 10:22 UTC; first Oct 21, 2026 - 09:16 UTC)): matches || Flywheel: claimed 'Confirmed patched' (patched); Index 'patched' (October 21, 2026, Posted at 9:31 am; final update Updated on 2026-10-21 02:00 pm (RESOLVED)): matches || IONOS: claimed 'Confirmed patched (managed platforms)' (patched); Index 'patched' (Resolved Oct 22, 2026 - 06:10 EDT (Identified Oct 21, 2026 - 11:31 EDT); newsroom article listed October 22, 2026): matches || OVHcloud: claimed 'Patched with scope limitations (PHP 7.4–8.5 on Web Hosting)' (patched partly); Index 'patched partly' (Oct 22, 2026 - 14:12 UTC (latest; patch update Oct 21, 2026 - 17:53 UTC)): matches || Pantheon: claimed 'Patched with scope limitations' (patched partly); Index 'patched partly' (Oct 21, 2026 - 19:08 PDT (Monitoring; first Oct 21, 2026 - 07:03 PDT)): matches || Bluehost: claimed 'Still rolling out' (patching); Index 'patching' (Posted 21st October, 2026; latest update Oct 22nd 10:00est): matches || HostGator: claimed 'Still rolling out' (patching); Index 'patching' (Posted 21st October, 2026; latest update Oct 22nd 11:00est): matches || DreamHost: claimed 'Still rolling out' (patching); Index 'patching' (October 22, 2026 4:24AM PDT (latest, MONITORING; first October 21, 2026 6:46AM PDT)): matches"
    },
    {
      "answer_id": "Q05-chatgpt-2",
      "engine": "ChatGPT",
      "run": 2,
      "hosts_named": "Hostinger: All hosting plans except self-managed VPS patched, including backported fixes for older PHP versions; GoDaddy: Web Hosting, Windows Hosting, and Managed Hosting for WordPress patched; VPS customers must update themselves; Kinsta: Platform-wide rollout complete, including PHP 7.4 through 8.5, completed October 22 at 08:26 UTC; Cloudways: All active servers updated; support contacting small subset needing additional assistance; SiteGround: Official PHP fixes applied across all servers on October 21, not just temporary mitigations; DreamHost: Official security updates applied across entire network, completed October 22 at 11:12 a.m. PDT; Namecheap: Shared/reseller hosting rollout complete October 22 at 16:50 UTC; self-managed VPS and dedicated require customer updates; Flywheel: Platform-wide patch deployment completed October 21; no customer action required; Hetzner: Webhosting and Managed Servers patched including legacy PHP 5.6 and 7.3; does not cover customer-managed cloud/dedicated; Pantheon: Production and paid pre-production environments patched; free/sandbox environments had separate 24-48 hour rollout window; Bluehost: Not yet confirmed fully complete; patching continuing on remaining infrastructure, majority updated",
      "host_comparison": "Hostinger: claimed 'All hosting plans except self-managed VPS patched, including backported fixes for older PHP versions' (patched); Index 'patched' (Wednesday October 21, 2026; Updated October 22, 07:20 UTC): matches || GoDaddy: claimed 'Web Hosting, Windows Hosting, and Managed Hosting for WordPress patched; VPS customers must update themselves' (patched); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || Kinsta: claimed 'Platform-wide rollout complete, including PHP 7.4 through 8.5, completed October 22 at 08:26 UTC' (patched); Index 'patched' (Oct 22, 2026 - 08:26 UTC (Resolved; first update Oct 21, 2026 - 19:04 UTC)): matches || Cloudways: claimed 'All active servers updated; support contacting small subset needing additional assistance' (patched); Index 'patched' (Oct 22, 2026 - 10:20 UTC (completion; latest Oct 22, 2026 - 10:22 UTC; first Oct 21, 2026 - 09:16 UTC)): matches || SiteGround: claimed 'Official PHP fixes applied across all servers on October 21, not just temporary mitigations' (mitigation only); Index 'mitigation only' (Oct 21, 2026 (body: Last updated: 21 October 2026, 11:30 UTC)): matches || DreamHost: claimed 'Official security updates applied across entire network, completed October 22 at 11:12 a.m. PDT' (patched); Index 'patching' (October 22, 2026 4:24AM PDT (latest, MONITORING; first October 21, 2026 6:46AM PDT)): differs || Namecheap: claimed 'Shared/reseller hosting rollout complete October 22 at 16:50 UTC; self-managed VPS and dedicated require customer updates' (patched); Index 'patching' (Update @ 9:33 AM EDT | 13:33 UTC, October 22 (latest; initial post October 21, 09:31 AM America/New_York)): differs || Flywheel: claimed 'Platform-wide patch deployment completed October 21; no customer action required' (patched); Index 'patched' (October 21, 2026, Posted at 9:31 am; final update Updated on 2026-10-21 02:00 pm (RESOLVED)): matches || Hetzner: claimed 'Webhosting and Managed Servers patched including legacy PHP 5.6 and 7.3; does not cover customer-managed cloud/dedicated' (patched); Index 'patched' (2026-10-22 04:32 UTC+0 (latest; start 2026-10-21 11:04 UTC+0)): matches || Pantheon: claimed 'Production and paid pre-production environments patched; free/sandbox environments had separate 24-48 hour rollout window' (patched); Index 'patched partly' (Oct 21, 2026 - 19:08 PDT (Monitoring; first Oct 21, 2026 - 07:03 PDT)): differs || Bluehost: claimed 'Not yet confirmed fully complete; patching continuing on remaining infrastructure, majority updated' (patching); Index 'patching' (Posted 21st October, 2026; latest update Oct 22nd 10:00est): matches"
    },
    {
      "answer_id": "Q05-chatgpt-3",
      "engine": "ChatGPT",
      "run": 3,
      "hosts_named": "Hostinger: All hosting servers patched except customer-managed VPS; GoDaddy: All PHP versions on Web Hosting, Windows Hosting and Managed Hosting for WordPress patched; VPS customers must update themselves; Kinsta: Platform-wide rollout completed October 22; Cloudways: All active servers updated on Autonomous and Flexible plans; SiteGround: Official fixes applied across all SiteGround servers; DreamHost: Security updates applied across entire network; Flywheel: Completed patch deployment October 21; Namecheap: Shared/reseller rollout complete; self-managed VPS/dedicated must update themselves; Hetzner: Webhosting and Managed Servers patched including PHP 5.6, 7.3, 7.4 and 8.0–8.5; Pantheon: Production and pre-production patched; free/sandbox environments may need additional 24–48 hours; OVHcloud: PHP 7.4–8.5 patched across all Web Hosting clusters; older releases in progress until October 26; Bluehost: Most infrastructure patched; deployment to remaining systems not fully complete; Black Label Hosting: Shared hosting on PHP 8.2 and 8.3 patched; managed VPS and older versions in progress",
      "host_comparison": "Hostinger: claimed 'All hosting servers patched except customer-managed VPS' (patched); Index 'patched' (Wednesday October 21, 2026; Updated October 22, 07:20 UTC): matches || GoDaddy: claimed 'All PHP versions on Web Hosting, Windows Hosting and Managed Hosting for WordPress patched; VPS customers must update themselves' (patched); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || Kinsta: claimed 'Platform-wide rollout completed October 22' (patched); Index 'patched' (Oct 22, 2026 - 08:26 UTC (Resolved; first update Oct 21, 2026 - 19:04 UTC)): matches || Cloudways: claimed 'All active servers updated on Autonomous and Flexible plans' (patched); Index 'patched' (Oct 22, 2026 - 10:20 UTC (completion; latest Oct 22, 2026 - 10:22 UTC; first Oct 21, 2026 - 09:16 UTC)): matches || SiteGround: claimed 'Official fixes applied across all SiteGround servers' (unclear); Index 'mitigation only' (Oct 21, 2026 (body: Last updated: 21 October 2026, 11:30 UTC)): cannot tell || DreamHost: claimed 'Security updates applied across entire network' (unclear); Index 'patching' (October 22, 2026 4:24AM PDT (latest, MONITORING; first October 21, 2026 6:46AM PDT)): cannot tell || Flywheel: claimed 'Completed patch deployment October 21' (patched); Index 'patched' (October 21, 2026, Posted at 9:31 am; final update Updated on 2026-10-21 02:00 pm (RESOLVED)): matches || Namecheap: claimed 'Shared/reseller rollout complete; self-managed VPS/dedicated must update themselves' (patched); Index 'patching' (Update @ 9:33 AM EDT | 13:33 UTC, October 22 (latest; initial post October 21, 09:31 AM America/New_York)): differs || Hetzner: claimed 'Webhosting and Managed Servers patched including PHP 5.6, 7.3, 7.4 and 8.0–8.5' (patched); Index 'patched' (2026-10-22 04:32 UTC+0 (latest; start 2026-10-21 11:04 UTC+0)): matches || Pantheon: claimed 'Production and pre-production patched; free/sandbox environments may need additional 24–48 hours' (patched); Index 'patched partly' (Oct 21, 2026 - 19:08 PDT (Monitoring; first Oct 21, 2026 - 07:03 PDT)): differs || OVHcloud: claimed 'PHP 7.4–8.5 patched across all Web Hosting clusters; older releases in progress until October 26' (patching); Index 'patched partly' (Oct 22, 2026 - 14:12 UTC (latest; patch update Oct 21, 2026 - 17:53 UTC)): differs || Bluehost: claimed 'Most infrastructure patched; deployment to remaining systems not fully complete' (patched); Index 'patching' (Posted 21st October, 2026; latest update Oct 22nd 10:00est): differs || Black Label Hosting: claimed 'Shared hosting on PHP 8.2 and 8.3 patched; managed VPS and older versions in progress'; not in the Statement Index"
    },
    {
      "answer_id": "Q05-claude-1",
      "engine": "Claude",
      "run": 1,
      "hosts_named": "WP Engine: Finished deploying patches at 01:19 UTC on Thursday, October 22; Flywheel: Patched; WP Engine confirmed the deployment of security patches on the Flywheel platform; Kinsta: Fully patched, including older PHP builds for versions 7.4, 8.0, 8.1, 8.2, 8.3, 8.4, and 8.5; Cloudflare WAF rules remain in place; SiteGround: Mitigation only (as of October 21); disabled the affected functionalities on all supported PHP versions; Cloudways: Patched on both Autonomous and Flexible plans; rollout complete; Automattic (WordPress.com, WordPress VIP, WP Cloud, Pressable): Sites on these platforms are already protected; GoDaddy: Patched all PHP versions on Managed Hosting for WordPress, but waiting for vendor packages for Web Hosting and Windows Hosting; VPS customers must update themselves; CloudLinux: First alt-php packages with the fix came out at 19:00 UTC on October 21; cPanel EasyApache 4: Had fixed builds within minutes of the advisories being published; cPanel: Released patched builds of its own PHP, from 7.4 through 8.5, on October 21; Pantheon: Web hosting is patched on all clusters, for PHP 7.4 to 8.5; InMotion Hosting: Said its shared and WordPress servers were waiting on CloudLinux's builds (as of October 21)",
      "host_comparison": "WP Engine: claimed 'Finished deploying patches at 01:19 UTC on Thursday, October 22' (unclear); Index 'patched' (10/21/2026 08:19:42PM CDT (CLOSED, Resolved; created 10/21/2026 08:40:00AM CDT)): cannot tell || Flywheel: claimed 'Patched; WP Engine confirmed the deployment of security patches on the Flywheel platform' (patched); Index 'patched' (October 21, 2026, Posted at 9:31 am; final update Updated on 2026-10-21 02:00 pm (RESOLVED)): matches || Kinsta: claimed 'Fully patched, including older PHP builds for versions 7.4, 8.0, 8.1, 8.2, 8.3, 8.4, and 8.5; Cloudflare WAF rules remain in place' (patched); Index 'patched' (Oct 22, 2026 - 08:26 UTC (Resolved; first update Oct 21, 2026 - 19:04 UTC)): matches || SiteGround: claimed 'Mitigation only (as of October 21); disabled the affected functionalities on all supported PHP versions' (mitigation only); Index 'mitigation only' (Oct 21, 2026 (body: Last updated: 21 October 2026, 11:30 UTC)): matches || Cloudways: claimed 'Patched on both Autonomous and Flexible plans; rollout complete' (patched); Index 'patched' (Oct 22, 2026 - 10:20 UTC (completion; latest Oct 22, 2026 - 10:22 UTC; first Oct 21, 2026 - 09:16 UTC)): matches || Automattic (WordPress.com, WordPress VIP, WP Cloud, Pressable): claimed 'Sites on these platforms are already protected' (mitigation only); Index 'patched' (October 21, 2026): differs || GoDaddy: claimed 'Patched all PHP versions on Managed Hosting for WordPress, but waiting for vendor packages for Web Hosting and Windows Hosting; VPS customers must update themselves' (patched); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || CloudLinux: claimed 'First alt-php packages with the fix came out at 19:00 UTC on October 21' (unclear); Index 'patched' (Oct 22, 2026 - 19:50 UTC (latest update; Investigating Oct 20, 2026 - 21:00 UTC)): cannot tell || cPanel EasyApache 4: claimed 'Had fixed builds within minutes of the advisories being published' (patched); Index 'patched' (2026 October 21 (EasyApache 4 release 25.91)): matches || cPanel: claimed 'Released patched builds of its own PHP, from 7.4 through 8.5, on October 21' (patched); Index 'patched' (2026 October 21 (EasyApache 4 release 25.91)): matches || Pantheon: claimed 'Web hosting is patched on all clusters, for PHP 7.4 to 8.5' (patched); Index 'patched partly' (Oct 21, 2026 - 19:08 PDT (Monitoring; first Oct 21, 2026 - 07:03 PDT)): differs || InMotion Hosting: claimed 'Said its shared and WordPress servers were waiting on CloudLinux's builds (as of October 21)' (unclear); Index 'patched partly' (2026-10-22 10:24 UTC (Identified; first 2026-10-21 03:27 UTC)): cannot tell"
    },
    {
      "answer_id": "Q05-claude-2",
      "engine": "Claude",
      "run": 2,
      "hosts_named": "Cloudways: Fully Patched; Flywheel: Fully Patched; Kinsta: Fully Patched; WP Engine: Fully Patched; OVHcloud: Fully Patched; Pantheon: Fully Patched; GoDaddy: Fully Patched (managed WordPress); waiting on vendor for Web/Windows Hosting; Hostinger: Fully Patched; Bluehost / HostGator: Majority patched, rest rolling out; DreamHost: Patching In Progress / Partially Protected; Namecheap: Patching In Progress / Partially Protected; InMotion Hosting: Patching In Progress / Partially Protected; IONOS: Patching In Progress; SiteGround: Mitigation Only (Patch Pending); Pressable: Protected via server-level protection; CloudLinux: Fixed alt-php packages released at 19:00 UTC October 21",
      "host_comparison": "Cloudways: claimed 'Fully Patched' (patched); Index 'patched' (Oct 22, 2026 - 10:20 UTC (completion; latest Oct 22, 2026 - 10:22 UTC; first Oct 21, 2026 - 09:16 UTC)): matches || Flywheel: claimed 'Fully Patched' (patched); Index 'patched' (October 21, 2026, Posted at 9:31 am; final update Updated on 2026-10-21 02:00 pm (RESOLVED)): matches || Kinsta: claimed 'Fully Patched' (patched); Index 'patched' (Oct 22, 2026 - 08:26 UTC (Resolved; first update Oct 21, 2026 - 19:04 UTC)): matches || WP Engine: claimed 'Fully Patched' (patched); Index 'patched' (10/21/2026 08:19:42PM CDT (CLOSED, Resolved; created 10/21/2026 08:40:00AM CDT)): matches || OVHcloud: claimed 'Fully Patched' (patched); Index 'patched partly' (Oct 22, 2026 - 14:12 UTC (latest; patch update Oct 21, 2026 - 17:53 UTC)): differs || Pantheon: claimed 'Fully Patched' (patched); Index 'patched partly' (Oct 21, 2026 - 19:08 PDT (Monitoring; first Oct 21, 2026 - 07:03 PDT)): differs || GoDaddy: claimed 'Fully Patched (managed WordPress); waiting on vendor for Web/Windows Hosting' (patched); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || Hostinger: claimed 'Fully Patched' (patched); Index 'patched' (Wednesday October 21, 2026; Updated October 22, 07:20 UTC): matches || Bluehost / HostGator: claimed 'Majority patched, rest rolling out' (patching); Index 'patching' (Posted 21st October, 2026; latest update Oct 22nd 10:00est): matches || DreamHost: claimed 'Patching In Progress / Partially Protected' (patched partly); Index 'patching' (October 22, 2026 4:24AM PDT (latest, MONITORING; first October 21, 2026 6:46AM PDT)): differs || Namecheap: claimed 'Patching In Progress / Partially Protected' (patched partly); Index 'patching' (Update @ 9:33 AM EDT | 13:33 UTC, October 22 (latest; initial post October 21, 09:31 AM America/New_York)): differs || InMotion Hosting: claimed 'Patching In Progress / Partially Protected' (patched partly); Index 'patched partly' (2026-10-22 10:24 UTC (Identified; first 2026-10-21 03:27 UTC)): matches || IONOS: claimed 'Patching In Progress' (patching); Index 'patched' (Resolved Oct 22, 2026 - 06:10 EDT (Identified Oct 21, 2026 - 11:31 EDT); newsroom article listed October 22, 2026): differs || SiteGround: claimed 'Mitigation Only (Patch Pending)' (mitigation only); Index 'mitigation only' (Oct 21, 2026 (body: Last updated: 21 October 2026, 11:30 UTC)): matches || Pressable: claimed 'Protected via server-level protection' (mitigation only); Index 'patched' (October 21, 2026 (7:00 am; published_time 2026-10-21T12:00:00+00:00)): differs || CloudLinux: claimed 'Fixed alt-php packages released at 19:00 UTC October 21' (patched); Index 'patched' (Oct 22, 2026 - 19:50 UTC (latest update; Investigating Oct 20, 2026 - 21:00 UTC)): matches"
    },
    {
      "answer_id": "Q05-claude-3",
      "engine": "Claude",
      "run": 3,
      "hosts_named": "WordPress.com / WordPress VIP / WP Cloud / Pressable (Automattic): already protected, worked closely with PHP Security team; WP Engine: mitigations via Cloudflare and Fastly, patches finished 01:19 UTC Thursday; Flywheel: fully patched as of October 21; Cloudways: patched on Autonomous and Flexible, all active servers updated as of October 22 10:20 UTC; Kinsta: patches rolling out for every PHP version by 23:25 UTC; Hostinger: patches completed at 06:44 UTC Thursday, all versions 5.2 to 8.5; 20i: rollout completed including older PHP versions by 20:01 UTC; GoDaddy: patched Managed WordPress; waiting on vendor for Web Hosting and Windows Hosting; VPS self-managed; Pantheon: patched; SiteGround: mitigation only, disabled affected functions, no full patched builds as of Oct 21; DreamHost: mostly patched, final server groups in testing; PHP 8.1 and older on mitigations; Bluehost / HostGator: majority of servers updated, rest still rolling out; InMotion Hosting: dedicated patched, VPS in progress, shared/reseller/WordPress waiting on CloudLinux; IONOS: installing update, expected within 24 hours; Namecheap: temporary protections on all, final patches in progress; Liquid Web / Nexcess: as of early October 21, no patches or modifications rolled out to production",
      "host_comparison": "WordPress.com / WordPress VIP / WP Cloud / Pressable (Automattic): claimed 'already protected, worked closely with PHP Security team' (mitigation only); Index 'patched' (October 21, 2026): differs || WP Engine: claimed 'mitigations via Cloudflare and Fastly, patches finished 01:19 UTC Thursday' (mitigation only); Index 'patched' (10/21/2026 08:19:42PM CDT (CLOSED, Resolved; created 10/21/2026 08:40:00AM CDT)): differs || Flywheel: claimed 'fully patched as of October 21' (patched); Index 'patched' (October 21, 2026, Posted at 9:31 am; final update Updated on 2026-10-21 02:00 pm (RESOLVED)): matches || Cloudways: claimed 'patched on Autonomous and Flexible, all active servers updated as of October 22 10:20 UTC' (patched); Index 'patched' (Oct 22, 2026 - 10:20 UTC (completion; latest Oct 22, 2026 - 10:22 UTC; first Oct 21, 2026 - 09:16 UTC)): matches || Kinsta: claimed 'patches rolling out for every PHP version by 23:25 UTC' (patching); Index 'patched' (Oct 22, 2026 - 08:26 UTC (Resolved; first update Oct 21, 2026 - 19:04 UTC)): differs || Hostinger: claimed 'patches completed at 06:44 UTC Thursday, all versions 5.2 to 8.5' (patched); Index 'patched' (Wednesday October 21, 2026; Updated October 22, 07:20 UTC): matches || 20i: claimed 'rollout completed including older PHP versions by 20:01 UTC' (patched); Index 'patched' (Wednesday, 21-Oct-26 20:01:53 UTC (first update 21-Oct-26 14:24:04 UTC)): matches || GoDaddy: claimed 'patched Managed WordPress; waiting on vendor for Web Hosting and Windows Hosting; VPS self-managed' (patched); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || Pantheon: claimed 'patched' (patched); Index 'patched partly' (Oct 21, 2026 - 19:08 PDT (Monitoring; first Oct 21, 2026 - 07:03 PDT)): differs || SiteGround: claimed 'mitigation only, disabled affected functions, no full patched builds as of Oct 21' (patched); Index 'mitigation only' (Oct 21, 2026 (body: Last updated: 21 October 2026, 11:30 UTC)): differs || DreamHost: claimed 'mostly patched, final server groups in testing; PHP 8.1 and older on mitigations' (patched); Index 'patching' (October 22, 2026 4:24AM PDT (latest, MONITORING; first October 21, 2026 6:46AM PDT)): differs || Bluehost / HostGator: claimed 'majority of servers updated, rest still rolling out' (patching); Index 'patching' (Posted 21st October, 2026; latest update Oct 22nd 10:00est): matches || InMotion Hosting: claimed 'dedicated patched, VPS in progress, shared/reseller/WordPress waiting on CloudLinux' (patching); Index 'patched partly' (2026-10-22 10:24 UTC (Identified; first 2026-10-21 03:27 UTC)): differs || IONOS: claimed 'installing update, expected within 24 hours' (unclear); Index 'patched' (Resolved Oct 22, 2026 - 06:10 EDT (Identified Oct 21, 2026 - 11:31 EDT); newsroom article listed October 22, 2026): cannot tell || Namecheap: claimed 'temporary protections on all, final patches in progress' (patching); Index 'patching' (Update @ 9:33 AM EDT | 13:33 UTC, October 22 (latest; initial post October 21, 09:31 AM America/New_York)): matches || Liquid Web / Nexcess: claimed 'as of early October 21, no patches or modifications rolled out to production' (unclear); Index 'patching' (Oct 22, 2026 - 10:33 EDT (latest update; first Oct 21, 2026 - 09:24 EDT)): cannot tell"
    },
    {
      "answer_id": "Q05-perplexity-1",
      "engine": "Perplexity",
      "run": 1,
      "hosts_named": "Hostinger: patched all managed hosting servers except customer-managed VPS; OVHcloud: began rolling out PHP security patches to its hosting infrastructure; WP Engine: reported deploying the fixes across relevant infrastructure; xCloud: applied mitigations and rolled out official patched PHP builds to managed and self-managed servers; SmartHost: fully patched every supported PHP version across its servers, including CloudLinux packages; Unlimited Web Hosting: patched all PHP versions on shared/reseller cPanel servers and PHP 7.4+ on Plesk servers; Cloudflare: deployed WAF protections for customers on free and paid WAF plans",
      "host_comparison": "Hostinger: claimed 'patched all managed hosting servers except customer-managed VPS' (patched); Index 'patched' (Wednesday October 21, 2026; Updated October 22, 07:20 UTC): matches || OVHcloud: claimed 'began rolling out PHP security patches to its hosting infrastructure' (patching); Index 'patched partly' (Oct 22, 2026 - 14:12 UTC (latest; patch update Oct 21, 2026 - 17:53 UTC)): differs || WP Engine: claimed 'reported deploying the fixes across relevant infrastructure' (unclear); Index 'patched' (10/21/2026 08:19:42PM CDT (CLOSED, Resolved; created 10/21/2026 08:40:00AM CDT)): cannot tell || xCloud: claimed 'applied mitigations and rolled out official patched PHP builds to managed and self-managed servers'; not in the Statement Index || SmartHost: claimed 'fully patched every supported PHP version across its servers, including CloudLinux packages'; not in the Statement Index || Unlimited Web Hosting: claimed 'patched all PHP versions on shared/reseller cPanel servers and PHP 7.4+ on Plesk servers'; not in the Statement Index || Cloudflare: claimed 'deployed WAF protections for customers on free and paid WAF plans' (mitigation only); Index 'mitigation only' (October 21, 2026): matches"
    },
    {
      "answer_id": "Q05-perplexity-2",
      "engine": "Perplexity",
      "run": 2,
      "hosts_named": "Hostinger: patched all managed hosting servers except customer-managed VPS; OVHcloud: began rolling out PHP patches across its hosting services; WP Engine: reported deploying fixes across relevant infrastructure; xCloud: applied mitigations before the official fix and deployed patched PHP builds; SmartHost: reported fully patching every supported PHP version on all servers; Unlimited Web Hosting: patched all PHP versions on shared/reseller cPanel servers and PHP 7.4+ on Plesk servers; Cloudflare: deployed WAF protections for customers on plans with its WAF",
      "host_comparison": "Hostinger: claimed 'patched all managed hosting servers except customer-managed VPS' (patched); Index 'patched' (Wednesday October 21, 2026; Updated October 22, 07:20 UTC): matches || OVHcloud: claimed 'began rolling out PHP patches across its hosting services' (patching); Index 'patched partly' (Oct 22, 2026 - 14:12 UTC (latest; patch update Oct 21, 2026 - 17:53 UTC)): differs || WP Engine: claimed 'reported deploying fixes across relevant infrastructure' (unclear); Index 'patched' (10/21/2026 08:19:42PM CDT (CLOSED, Resolved; created 10/21/2026 08:40:00AM CDT)): cannot tell || xCloud: claimed 'applied mitigations before the official fix and deployed patched PHP builds'; not in the Statement Index || SmartHost: claimed 'reported fully patching every supported PHP version on all servers'; not in the Statement Index || Unlimited Web Hosting: claimed 'patched all PHP versions on shared/reseller cPanel servers and PHP 7.4+ on Plesk servers'; not in the Statement Index || Cloudflare: claimed 'deployed WAF protections for customers on plans with its WAF' (mitigation only); Index 'mitigation only' (October 21, 2026): matches"
    },
    {
      "answer_id": "Q05-perplexity-3",
      "engine": "Perplexity",
      "run": 3,
      "hosts_named": "Hostinger: patched all hosting servers except customer-managed VPS instances; OVHcloud: began rolling out PHP patches to its hosting services; WP Engine: reported deploying fixes across relevant infrastructure; xCloud: applied mitigations and rolled out official patched PHP builds across managed and self-managed servers; SmartHost: fully patched all supported PHP versions on its servers; Unlimited Web Hosting: patched all PHP versions on shared/reseller cPanel servers, including PHP 5.6; Plesk servers running PHP 7.4+ were patched; CloudLinux-based hosts: CloudLinux released patched packages covering EA-PHP 5.2–8.5 and all Alt-PHP versions, but each host still needed to install them; Cloudflare: deployed WAF protections for customers, mitigation rather than a replacement for patching",
      "host_comparison": "Hostinger: claimed 'patched all hosting servers except customer-managed VPS instances' (patched); Index 'patched' (Wednesday October 21, 2026; Updated October 22, 07:20 UTC): matches || OVHcloud: claimed 'began rolling out PHP patches to its hosting services' (patching); Index 'patched partly' (Oct 22, 2026 - 14:12 UTC (latest; patch update Oct 21, 2026 - 17:53 UTC)): differs || WP Engine: claimed 'reported deploying fixes across relevant infrastructure' (unclear); Index 'patched' (10/21/2026 08:19:42PM CDT (CLOSED, Resolved; created 10/21/2026 08:40:00AM CDT)): cannot tell || xCloud: claimed 'applied mitigations and rolled out official patched PHP builds across managed and self-managed servers'; not in the Statement Index || SmartHost: claimed 'fully patched all supported PHP versions on its servers'; not in the Statement Index || Unlimited Web Hosting: claimed 'patched all PHP versions on shared/reseller cPanel servers, including PHP 5.6; Plesk servers running PHP 7.4+ were patched'; not in the Statement Index || CloudLinux-based hosts: claimed 'CloudLinux released patched packages covering EA-PHP 5.2–8.5 and all Alt-PHP versions, but each host still needed to install them' (patched); Index 'patched' (Oct 22, 2026 - 19:50 UTC (latest update; Investigating Oct 20, 2026 - 21:00 UTC)): matches || Cloudflare: claimed 'deployed WAF protections for customers, mitigation rather than a replacement for patching' (patching); Index 'mitigation only' (October 21, 2026): differs"
    },
    {
      "answer_id": "Q05-google-ai-overviews-1",
      "engine": "Google AI Overviews",
      "run": 1,
      "hosts_named": "WP Engine: Applied network and server-level mitigations and notified customers that patches were in place; SiteGround: Deployed interim server-level mitigations and updated PHP to official patched releases; GoDaddy: Managed WordPress environments patched; shared and Windows hosting awaiting vendor PHP packages with temporary mitigations; cPanel & CloudLinux (EasyApache 4): Released updated PHP RPM packages across supported branches (ea-php74 through ea-php85)",
      "host_comparison": "WP Engine: claimed 'Applied network and server-level mitigations and notified customers that patches were in place' (mitigation only); Index 'patched' (10/21/2026 08:19:42PM CDT (CLOSED, Resolved; created 10/21/2026 08:40:00AM CDT)): differs || SiteGround: claimed 'Deployed interim server-level mitigations and updated PHP to official patched releases' (patched); Index 'mitigation only' (Oct 21, 2026 (body: Last updated: 21 October 2026, 11:30 UTC)): differs || GoDaddy: claimed 'Managed WordPress environments patched; shared and Windows hosting awaiting vendor PHP packages with temporary mitigations' (patched); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || cPanel & CloudLinux (EasyApache 4): claimed 'Released updated PHP RPM packages across supported branches (ea-php74 through ea-php85)' (patched); Index 'patched' (2026 October 21 (EasyApache 4 release 25.91)): matches"
    },
    {
      "answer_id": "Q05-google-ai-overviews-2",
      "engine": "Google AI Overviews",
      "run": 2,
      "hosts_named": "DreamHost: Confirmed patches deployed for managed and shared hosting; Flywheel: Reported patching and rolling out updates across hosted WordPress environments; Liquid Web: Reported completing/deploying fixes for affected customer environments; Laravel Cloud: Temporarily halted cloud deployments to rebuild and refresh infrastructure on patched images; Nexcess: Experienced slower rollout timelines and lagged behind other major hosts in providing clear status updates; Cloudflare: Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed; AWS: Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed; Google Cloud: Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed; Microsoft Azure: Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed; Fastly: Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed; Akamai: Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed; Vercel: Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed",
      "host_comparison": "DreamHost: claimed 'Confirmed patches deployed for managed and shared hosting' (patched); Index 'patching' (October 22, 2026 4:24AM PDT (latest, MONITORING; first October 21, 2026 6:46AM PDT)): differs || Flywheel: claimed 'Reported patching and rolling out updates across hosted WordPress environments' (patching); Index 'patched' (October 21, 2026, Posted at 9:31 am; final update Updated on 2026-10-21 02:00 pm (RESOLVED)): differs || Liquid Web: claimed 'Reported completing/deploying fixes for affected customer environments' (unclear); Index 'patching' (Oct 22, 2026 - 10:33 EDT (latest update; first Oct 21, 2026 - 09:24 EDT)): cannot tell || Laravel Cloud: claimed 'Temporarily halted cloud deployments to rebuild and refresh infrastructure on patched images' (patched); Index 'patched' (Oct 21, 2026; Updated 10/22 - 13:25 UTC): matches || Nexcess: claimed 'Experienced slower rollout timelines and lagged behind other major hosts in providing clear status updates' (unclear); Index 'patching' (Oct 21, 2026 - 22:09 EDT (latest; first Oct 21, 2026 - 09:27 EDT)): cannot tell || Cloudflare: claimed 'Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed' (mitigation only); Index 'mitigation only' (October 21, 2026): matches || AWS: claimed 'Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed' (mitigation only); Index 'patched partly' (Publication Date: 10/21/2026 14:30 PM PDT; Last Updated Date: 10/22/2026 14:00 PM PDT): differs || Google Cloud: claimed 'Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed' (mitigation only); Index 'patched partly' (October 21, 2026 (bulletin GCP-2026-070 published 2026-10-21)): differs || Microsoft Azure: claimed 'Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed' (mitigation only); Index 'patched partly' (October 21, 2026): differs || Fastly: claimed 'Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed' (mitigation only); Index 'mitigation only' (October 21, 2026): matches || Akamai: claimed 'Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed' (mitigation only); Index 'customer must update' (Oct 22, 2026 - 18:19 UTC (latest update; Investigating Oct 21, 2026 - 14:44 UTC)): differs || Vercel: claimed 'Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed' (mitigation only); Index 'mitigation only' (undated (fetched 2026-10-23T00:38Z)): matches"
    },
    {
      "answer_id": "Q05-google-ai-overviews-3",
      "engine": "Google AI Overviews",
      "run": 3,
      "hosts_named": "WordPress.com: already protected and patched; WordPress VIP: already protected and patched; WP Cloud: already protected and patched; Pressable: already protected and patched; GoDaddy Managed WordPress: patched; GoDaddy Web Hosting and Windows Hosting: waiting on vendor-supplied PHP package updates with temporary mitigations active; GoDaddy VPS: customers must update PHP manually; DigitalOcean: One-click images temporarily suspended until patched, traffic restrictions possible for compromised instances",
      "host_comparison": "WordPress.com: claimed 'already protected and patched' (patched); Index 'patched' (October 21, 2026): matches || WordPress VIP: claimed 'already protected and patched' (patched); Index 'patched' (October 21, 2026): matches || WP Cloud: claimed 'already protected and patched' (patched); Index 'patched' (Oct 21, 2026): matches || Pressable: claimed 'already protected and patched' (patched); Index 'patched' (October 21, 2026 (7:00 am; published_time 2026-10-21T12:00:00+00:00)): matches || GoDaddy Managed WordPress: claimed 'patched' (patched); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || GoDaddy Web Hosting and Windows Hosting: claimed 'waiting on vendor-supplied PHP package updates with temporary mitigations active' (mitigation only); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || GoDaddy VPS: claimed 'customers must update PHP manually' (unclear); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): cannot tell || DigitalOcean: claimed 'One-click images temporarily suspended until patched, traffic restrictions possible for compromised instances' (patched); Index 'patched partly' (Updated: October 21, 2026): differs"
    },
    {
      "answer_id": "Q05-google-ai-mode-1",
      "engine": "Google AI Mode",
      "run": 1,
      "hosts_named": "GoDaddy Managed WordPress: expedited patches across managed stacks; DigitalOcean: self-managed, requires manual update; AWS: self-managed, requires manual update; CloudLinux: released emergency updated packages",
      "host_comparison": "GoDaddy Managed WordPress: claimed 'expedited patches across managed stacks' (unclear); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): cannot tell || DigitalOcean: claimed 'self-managed, requires manual update' (unclear); Index 'patched partly' (Updated: October 21, 2026): cannot tell || AWS: claimed 'self-managed, requires manual update' (unclear); Index 'patched partly' (Publication Date: 10/21/2026 14:30 PM PDT; Last Updated Date: 10/22/2026 14:00 PM PDT): cannot tell || CloudLinux: claimed 'released emergency updated packages' (patched); Index 'patched' (Oct 22, 2026 - 19:50 UTC (latest update; Investigating Oct 20, 2026 - 21:00 UTC)): matches"
    },
    {
      "answer_id": "Q05-google-ai-mode-2",
      "engine": "Google AI Mode",
      "run": 2,
      "hosts_named": "GoDaddy Managed WordPress: rushed out environment updates or integrated temporary WAF mitigations; DigitalOcean: communicated active platform alerts, temporarily restricting or suspending unpatched automated stack images",
      "host_comparison": "GoDaddy Managed WordPress: claimed 'rushed out environment updates or integrated temporary WAF mitigations' (mitigation only); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || DigitalOcean: claimed 'communicated active platform alerts, temporarily restricting or suspending unpatched automated stack images' (patched); Index 'patched partly' (Updated: October 21, 2026): differs"
    },
    {
      "answer_id": "Q05-google-ai-mode-3",
      "engine": "Google AI Mode",
      "run": 3,
      "hosts_named": "Hostinger: deployed official PHP security fixes across all managed hosting servers; Cloudflare: deployed global WAF mitigations and edge protections; Bluehost: actively rolling out updated PHP runtime versions or applying server-level filtering; SiteGround: actively rolling out updated PHP runtime versions or applying server-level filtering; AWS: actively rolling out updated PHP runtime versions or applying server-level filtering; DigitalOcean: actively rolling out updated PHP runtime versions or applying server-level filtering",
      "host_comparison": "Hostinger: claimed 'deployed official PHP security fixes across all managed hosting servers' (patched); Index 'patched' (Wednesday October 21, 2026; Updated October 22, 07:20 UTC): matches || Cloudflare: claimed 'deployed global WAF mitigations and edge protections' (mitigation only); Index 'mitigation only' (October 21, 2026): matches || Bluehost: claimed 'actively rolling out updated PHP runtime versions or applying server-level filtering' (patching); Index 'patching' (Posted 21st October, 2026; latest update Oct 22nd 10:00est): matches || SiteGround: claimed 'actively rolling out updated PHP runtime versions or applying server-level filtering' (patching); Index 'mitigation only' (Oct 21, 2026 (body: Last updated: 21 October 2026, 11:30 UTC)): differs || AWS: claimed 'actively rolling out updated PHP runtime versions or applying server-level filtering' (patching); Index 'patched partly' (Publication Date: 10/21/2026 14:30 PM PDT; Last Updated Date: 10/22/2026 14:00 PM PDT): differs || DigitalOcean: claimed 'actively rolling out updated PHP runtime versions or applying server-level filtering' (patching); Index 'patched partly' (Updated: October 21, 2026): differs"
    }
  ],
  "redacted_answer_rows": 9,
  "redacted_lines": 15,
  "doi": "10.5281/zenodo.23586713",
  "method_version": "1.1",
  "hosts_most_named": [
    {
      "host": "Hostinger",
      "answers_naming": 9,
      "matches": 9,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "SiteGround",
      "answers_naming": 8,
      "matches": 3,
      "differs": 4,
      "cannot tell": 1,
      "not in Index": 0
    },
    {
      "host": "GoDaddy",
      "answers_naming": 7,
      "matches": 0,
      "differs": 7,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "Flywheel",
      "answers_naming": 7,
      "matches": 6,
      "differs": 1,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "WP Engine",
      "answers_naming": 7,
      "matches": 1,
      "differs": 2,
      "cannot tell": 4,
      "not in Index": 0
    },
    {
      "host": "Kinsta",
      "answers_naming": 6,
      "matches": 5,
      "differs": 1,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "Cloudways",
      "answers_naming": 6,
      "matches": 6,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "OVHcloud",
      "answers_naming": 6,
      "matches": 1,
      "differs": 5,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "Pantheon",
      "answers_naming": 6,
      "matches": 1,
      "differs": 5,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "DreamHost",
      "answers_naming": 6,
      "matches": 1,
      "differs": 4,
      "cannot tell": 1,
      "not in Index": 0
    },
    {
      "host": "Namecheap",
      "answers_naming": 5,
      "matches": 1,
      "differs": 4,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "Cloudflare",
      "answers_naming": 5,
      "matches": 4,
      "differs": 1,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "Bluehost",
      "answers_naming": 4,
      "matches": 3,
      "differs": 1,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "DigitalOcean",
      "answers_naming": 4,
      "matches": 0,
      "differs": 3,
      "cannot tell": 1,
      "not in Index": 0
    },
    {
      "host": "IONOS",
      "answers_naming": 3,
      "matches": 1,
      "differs": 1,
      "cannot tell": 1,
      "not in Index": 0
    },
    {
      "host": "CloudLinux",
      "answers_naming": 3,
      "matches": 2,
      "differs": 0,
      "cannot tell": 1,
      "not in Index": 0
    },
    {
      "host": "InMotion Hosting",
      "answers_naming": 3,
      "matches": 1,
      "differs": 1,
      "cannot tell": 1,
      "not in Index": 0
    },
    {
      "host": "xCloud",
      "answers_naming": 3,
      "matches": 0,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 3
    },
    {
      "host": "SmartHost",
      "answers_naming": 3,
      "matches": 0,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 3
    },
    {
      "host": "Unlimited Web Hosting",
      "answers_naming": 3,
      "matches": 0,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 3
    },
    {
      "host": "AWS",
      "answers_naming": 3,
      "matches": 0,
      "differs": 2,
      "cannot tell": 1,
      "not in Index": 0
    },
    {
      "host": "GoDaddy Managed WordPress",
      "answers_naming": 3,
      "matches": 0,
      "differs": 2,
      "cannot tell": 1,
      "not in Index": 0
    },
    {
      "host": "Hetzner",
      "answers_naming": 2,
      "matches": 2,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "Bluehost / HostGator",
      "answers_naming": 2,
      "matches": 2,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "Pressable",
      "answers_naming": 2,
      "matches": 1,
      "differs": 1,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "HostGator",
      "answers_naming": 1,
      "matches": 1,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "Black Label Hosting",
      "answers_naming": 1,
      "matches": 0,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 1
    },
    {
      "host": "Automattic (WordPress.com, WordPress VIP, WP Cloud, Pressable)",
      "answers_naming": 1,
      "matches": 0,
      "differs": 1,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "cPanel EasyApache 4",
      "answers_naming": 1,
      "matches": 1,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "cPanel",
      "answers_naming": 1,
      "matches": 1,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "WordPress.com / WordPress VIP / WP Cloud / Pressable (Automattic)",
      "answers_naming": 1,
      "matches": 0,
      "differs": 1,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "20i",
      "answers_naming": 1,
      "matches": 1,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "Liquid Web / Nexcess",
      "answers_naming": 1,
      "matches": 0,
      "differs": 0,
      "cannot tell": 1,
      "not in Index": 0
    },
    {
      "host": "CloudLinux-based hosts",
      "answers_naming": 1,
      "matches": 1,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "cPanel & CloudLinux (EasyApache 4)",
      "answers_naming": 1,
      "matches": 1,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "Liquid Web",
      "answers_naming": 1,
      "matches": 0,
      "differs": 0,
      "cannot tell": 1,
      "not in Index": 0
    },
    {
      "host": "Laravel Cloud",
      "answers_naming": 1,
      "matches": 1,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "Nexcess",
      "answers_naming": 1,
      "matches": 0,
      "differs": 0,
      "cannot tell": 1,
      "not in Index": 0
    },
    {
      "host": "Google Cloud",
      "answers_naming": 1,
      "matches": 0,
      "differs": 1,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "Microsoft Azure",
      "answers_naming": 1,
      "matches": 0,
      "differs": 1,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "Fastly",
      "answers_naming": 1,
      "matches": 1,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "Akamai",
      "answers_naming": 1,
      "matches": 0,
      "differs": 1,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "Vercel",
      "answers_naming": 1,
      "matches": 1,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "WordPress.com",
      "answers_naming": 1,
      "matches": 1,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "WordPress VIP",
      "answers_naming": 1,
      "matches": 1,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "WP Cloud",
      "answers_naming": 1,
      "matches": 1,
      "differs": 0,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "GoDaddy Web Hosting and Windows Hosting",
      "answers_naming": 1,
      "matches": 0,
      "differs": 1,
      "cannot tell": 0,
      "not in Index": 0
    },
    {
      "host": "GoDaddy VPS",
      "answers_naming": 1,
      "matches": 0,
      "differs": 0,
      "cannot tell": 1,
      "not in Index": 0
    }
  ],
  "host_comparisons_by_engine": {
    "ChatGPT": {
      "matches": 22,
      "differs": 12,
      "cannot tell": 2,
      "not in Index": 1
    },
    "Claude": {
      "cannot tell": 5,
      "matches": 21,
      "differs": 18
    },
    "Perplexity": {
      "matches": 6,
      "differs": 4,
      "cannot tell": 3,
      "not in Index": 9
    },
    "Google AI Overviews": {
      "differs": 12,
      "matches": 9,
      "cannot tell": 3
    },
    "Google AI Mode": {
      "cannot tell": 3,
      "matches": 4,
      "differs": 5
    }
  },
  "host_comparison_note": "Recorded review comparisons against the dated Statement Index snapshot, with the approved grades retained unchanged. These are comparisons of published claims, not checks of running systems. Combined labels and platform components remain as recorded. A match does not independently verify a host is secure.",
  "selected_quotes": [
    {
      "kind": "useful",
      "answer_id": "Q01-chatgpt-1",
      "engine": "ChatGPT",
      "question_id": "Q01",
      "run": 1,
      "text": "Use your operating system's or hosting provider's security updates. Some vendors backport fixes without changing the upstream version number, so check their advisory for **both CVEs**."
    },
    {
      "kind": "useful",
      "answer_id": "Q03-claude-1",
      "engine": "Claude",
      "question_id": "Q03",
      "run": 1,
      "text": "PHP2Shell is a server-level vulnerability in PHP itself, not in WordPress. No WordPress update, plugin, or theme can patch it. You must ensure your hosting provider updates the PHP runtime to a fixed version."
    },
    {
      "kind": "useful",
      "answer_id": "Q10-perplexity-1",
      "engine": "Perplexity",
      "question_id": "Q10",
      "run": 1,
      "text": "Upgrade to a fixed PHP release: 8.2.35, 8.3.36, 8.4.27, or 8.5.12, or use a vendor package with a confirmed backport."
    },
    {
      "kind": "needs correction",
      "answer_id": "Q03-google-ai-overviews-2",
      "engine": "Google AI Overviews",
      "question_id": "Q03",
      "run": 2,
      "text": "Updating WordPress core to a patched version (such as 6.9.5, 7.0.2, or later) fixes the REST API batch flaws (CVE-2026-63030 and related core issues) that allow unauthenticated remote code execution.",
      "context": "This answer substituted a different WordPress vulnerability for PHP2Shell. Updating WordPress does not update the PHP runtime."
    },
    {
      "kind": "needs correction",
      "answer_id": "Q03-google-ai-overviews-3",
      "engine": "Google AI Overviews",
      "question_id": "Q03",
      "run": 3,
      "text": "Yes, updating WordPress fixes the WP2Shell (or wp2shell) vulnerability suite by patching the core security flaws, though additional cleanup steps are required if your site was already compromised before the patch.",
      "context": "This answer also substituted WordPress flaws for PHP2Shell. A WordPress update does not supply the PHP runtime fix."
    },
    {
      "kind": "needs correction",
      "answer_id": "Q10-google-ai-mode-1",
      "engine": "Google AI Mode",
      "question_id": "Q10",
      "run": 1,
      "text": "If your site sits behind a robust cloud security provider (like Cloudflare) that has deployed virtual patches or firewall rules blocking the exploit signatures, you are heavily insulated while you schedule your core updates.",
      "context": "A firewall claim is not proof that a PHP runtime has been patched. PHP says there is no complete mitigation and directs users to fixed releases."
    }
  ],
  "grading_evidence": [
    {
      "answer_id": "Q01-chatgpt-1",
      "question_id": "Q01",
      "question": "How do I fix PHP2Shell?",
      "engine": "ChatGPT",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:15:48.327Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "invented setting",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "Avoid blindly applying advice to set `memory_limit=-1`: it is not a complete fix and introduces memory-exhaustion and availability risks without appropriate operating-system containment. || PHP recommends disabling `session.upload_progress.enabled` in server-level configuration and restarting workers; on PHP 8.5, also disable `fatal_error_backtraces`. These block specific attack paths, not the whole vulnerability family.",
      "overall": "Incomplete",
      "misled": "yes",
      "reason_one_line": "The answer discourages memory_limit=-1, which is PHP's own recommended mitigation (GT-26), potentially leaving owners without a valid partial mitigation.",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-25, GT-26, GT-27, GT-30, GT-31",
      "useful_sentence": "Use your operating system's or hosting provider's security updates. Some vendors backport fixes without changing the upstream version number, so check their advisory for **both CVEs**.",
      "dangerous_sentence": "Avoid blindly applying advice to set `memory_limit=-1`: it is not a complete fix and introduces memory-exhaustion and availability risks without appropriate operating-system containment.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q01-chatgpt-2",
      "question_id": "Q01",
      "question": "How do I fix PHP2Shell?",
      "engine": "ChatGPT",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-13, GT-18, GT-20, GT-21, GT-25, GT-26, GT-27, GT-28, GT-30, GT-31",
      "useful_sentence": "Use at least the following version for your branch: 8.2 → 8.2.35, 8.3 → 8.3.36, 8.4 → 8.4.27, 8.5 → 8.5.12.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q01-chatgpt-3",
      "question_id": "Q01",
      "question": "How do I fix PHP2Shell?",
      "engine": "ChatGPT",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "All key facts are accurate; the answer is incomplete (no severity, no exploitation context) but would not leave an owner unpatched.",
      "ground_truth_cited": "GT-13, GT-18, GT-20, GT-21, GT-25, GT-27, GT-28, GT-30, GT-31",
      "useful_sentence": "Install that release or a newer patched release in your branch. Linux distributions may backport the fixes without changing the upstream version number—check your vendor's security advisory.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q01-claude-1",
      "question_id": "Q01",
      "question": "How do I fix PHP2Shell?",
      "engine": "Claude",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:15:48.327Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "The fix adds a new hard memory limit, and reaching it ends the process and stops shutdown handlers from running, so check memory_limit and post_max_size against what your application needs.",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-6, GT-13, GT-20, GT-21, GT-25, GT-26, GT-27, GT-28, GT-33, GT-34",
      "useful_sentence": "Update to PHP 8.5.12, 8.4.27, 8.3.36, or 8.2.35, matching the branch you are currently using.",
      "dangerous_sentence": "The fix adds a new hard memory limit, and reaching it ends the process and stops shutdown handlers from running, so check memory_limit and post_max_size against what your application needs.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q01-claude-2",
      "question_id": "Q01",
      "question": "How do I fix PHP2Shell?",
      "engine": "Claude",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-6, GT-13, GT-18, GT-20, GT-25, GT-26, GT-27, GT-28, GT-30, GT-31",
      "useful_sentence": "Update to PHP 8.5.12, 8.4.27, 8.3.36, or 8.2.35, matching the branch you are using. PHP states that no configuration change fully mitigates these vulnerabilities.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q01-claude-3",
      "question_id": "Q01",
      "question": "How do I fix PHP2Shell?",
      "engine": "Claude",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "All key facts are accurate: correct fixed versions, correct EOL guidance, correct mitigations, restart mentioned, no wrong claims.",
      "ground_truth_cited": "GT-13, GT-18, GT-20, GT-21, GT-25, GT-26, GT-27, GT-28, GT-30, GT-31, GT-2, GT-10",
      "useful_sentence": "Update to PHP 8.5.12, 8.4.27, 8.3.36, or 8.2.35, matching the branch you are currently using.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q01-perplexity-1",
      "question_id": "Q01",
      "question": "How do I fix PHP2Shell?",
      "engine": "Perplexity",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:15:48.327Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "Application-level authentication or a PHP configuration change is not a complete fix because PHP processes the request before application code runs.",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "All fixed versions are correct, EOL guidance is accurate, and no wrong fix is presented.",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-25, GT-27, GT-28, GT-35",
      "useful_sentence": "The fixed upstream versions are: PHP 8.5 → 8.5.12, PHP 8.4 → 8.4.27, PHP 8.3 → 8.3.36, PHP 8.2 → 8.2.35.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q01-perplexity-2",
      "question_id": "Q01",
      "question": "How do I fix PHP2Shell?",
      "engine": "Perplexity",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "All core advice is accurate; owner can act safely, though EOL branch guidance and CVSS score are omitted.",
      "ground_truth_cited": "GT-13, GT-25, GT-27, GT-28, GT-31, GT-35, GT-36, GT-44",
      "useful_sentence": "PHP2Shell is fixed by **updating the PHP runtime**, not by changing application code or `php.ini`.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q01-perplexity-3",
      "question_id": "Q01",
      "question": "How do I fix PHP2Shell?",
      "engine": "Perplexity",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "All key facts are accurate: correct fixed versions, restart required, EOL branches need backport, update is the only complete fix.",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-25, GT-26, GT-27, GT-28, GT-31, GT-35",
      "useful_sentence": "Install the vendor's patched package. Distribution packages may use different version numbers, so check their changelog for CVE-2026-109618 and CVE-2026-109619.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q01-google-ai-overviews-1",
      "question_id": "Q01",
      "question": "How do I fix PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:15:48.327Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "All key facts are accurate: correct fixed versions, correct EOL guidance, restart mentioned, mitigations correctly caveated as incomplete.",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-25, GT-26, GT-27, GT-28",
      "useful_sentence": "Upgrade your PHP version immediately: PHP 8.2: Upgrade to 8.2.35, PHP 8.3: Upgrade to 8.3.36, PHP 8.4: Upgrade to 8.4.27, PHP 8.5: Upgrade to 8.5.12",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q01-google-ai-overviews-2",
      "question_id": "Q01",
      "question": "How do I fix PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "PHP 8.1 and older (including PHP 7.4 and 8.0) are EOL and do not receive official binary releases from the PHP group. || For further guidance, consult the PHP2Shell FAQ by WatchTowr or the research analysis on Sansec.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer gives correct fixed versions, correct EOL guidance, and valid mitigations; no material errors that would leave the owner unpatched.",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-25, GT-26, GT-27, GT-28, GT-35",
      "useful_sentence": "Upgrade your PHP binaries to the official fixed versions: PHP 8.5: Update to 8.5.12, PHP 8.4: Update to 8.4.27, PHP 8.3: Update to 8.3.36, PHP 8.2: Update to 8.2.35.",
      "dangerous_sentence": "PHP 8.1 and older (including PHP 7.4 and 8.0) are EOL and do not receive official binary releases from the PHP group.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q01-google-ai-overviews-3",
      "question_id": "Q01",
      "question": "How do I fix PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "PHP maintainers state that no configuration change can fully mitigate these memory-safety/out-of-memory vulnerabilities",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "All fixed versions are correct and key actions are accurate; no material errors that would leave the owner unpatched.",
      "ground_truth_cited": "GT-13, GT-20, GT-25, GT-26, GT-27, GT-28, GT-18",
      "useful_sentence": "Upgrade your PHP installation to the corresponding fixed release: PHP 8.5 ➔ Update to 8.5.12, PHP 8.4 ➔ Update to 8.4.27, PHP 8.3 ➔ Update to 8.3.36, PHP 8.2 ➔ Update to 8.2.35.",
      "dangerous_sentence": "PHP maintainers state that no configuration change can fully mitigate these memory-safety/out-of-memory vulnerabilities; patching the binary is mandatory.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q01-google-ai-mode-1",
      "question_id": "Q01",
      "question": "How do I fix PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:15:48.327Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, PHP 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "All core facts are accurate; owner can act safely on the fix guidance given.",
      "ground_truth_cited": "GT-13, GT-18, GT-20, GT-25, GT-2, GT-39, GT-40, GT-41",
      "useful_sentence": "Update your PHP installation to the latest patched releases corresponding to your active branch: PHP 8.5.12, 8.4.27, 8.3.36, or 8.2.35.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q01-google-ai-mode-2",
      "question_id": "Q01",
      "question": "How do I fix PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "All named fixed versions are correct and the core advice (update PHP, restart workers) is accurate and actionable.",
      "ground_truth_cited": "GT-13, GT-18, GT-25, GT-27, GT-28, GT-30, GT-31, GT-39, GT-41, GT-21",
      "useful_sentence": "The fixed versions are: PHP 8.5 branch -> 8.5.12, PHP 8.4 branch -> 8.4.27, PHP 8.3 branch -> 8.3.36, PHP 8.2 branch -> 8.2.35 (or backported security packages provided by your Linux distribution/LTS vendor)",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q01-google-ai-mode-3",
      "question_id": "Q01",
      "question": "How do I fix PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "invented setting",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "The PHP development team is not releasing upstream patches for PHP 8.1 and older versions because they have reached End-of-Life (EOL). || They stem from memory-handling and state-cleanup flaws across requests in long-running worker processes (like PHP-FPM).",
      "overall": "Incomplete",
      "misled": "yes",
      "reason_one_line": "States PHP provides no patches for 8.1 and older, omitting the source-backports PHP did provide for 7.4, 8.0, and 8.1 (GT-20).",
      "ground_truth_cited": "GT-13, GT-20, GT-25, GT-27, GT-28, GT-39, GT-41",
      "useful_sentence": "If you are running an actively supported branch of PHP, update your packages immediately to the official emergency security releases provided by PHP: PHP 8.5: Upgrade to 8.5.12 or later, PHP 8.4: Upgrade to 8.4.27 or later, PHP 8.3: Upgrade to 8.3.36 or later, PHP 8.2: Upgrade to 8.2.35 or later.",
      "dangerous_sentence": "The PHP development team is not releasing upstream patches for PHP 8.1 and older versions because they have reached End-of-Life (EOL).",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q02-chatgpt-1",
      "question_id": "Q02",
      "question": "Which PHP version fixes CVE-2026-109618 and CVE-2026-109619?",
      "engine": "ChatGPT",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-2, GT-6",
      "useful_sentence": "Upgrade to the listed version or newer in your branch. PHP recommends updating immediately because both vulnerabilities can allow unauthenticated remote code execution.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q02-chatgpt-2",
      "question_id": "Q02",
      "question": "Which PHP version fixes CVE-2026-109618 and CVE-2026-109619?",
      "engine": "ChatGPT",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "All fixed versions are correct and EOL branches are accurately noted; no material errors present.",
      "ground_truth_cited": "GT-13, GT-20",
      "useful_sentence": "Upgrade to the listed version or a newer release in your branch. PHP 8.1 and earlier have no upstream fixed release; upgrade to a supported branch with the patch.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q02-chatgpt-3",
      "question_id": "Q02",
      "question": "Which PHP version fixes CVE-2026-109618 and CVE-2026-109619?",
      "engine": "ChatGPT",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "All fixed versions are correct and EOL guidance is accurate; no material errors that would leave the owner unpatched.",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-22",
      "useful_sentence": "Upgrade to the listed version or a newer release in your branch. PHP's security advisory urges users to update immediately.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q02-claude-1",
      "question_id": "Q02",
      "question": "Which PHP version fixes CVE-2026-109618 and CVE-2026-109619?",
      "engine": "Claude",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, PHP 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "All stated facts are accurate; owner can identify and apply the correct fix.",
      "ground_truth_cited": "GT-6, GT-13, GT-20, GT-22, GT-25, GT-2",
      "useful_sentence": "Updating to PHP 8.5.12, 8.4.27, 8.3.36, or 8.2.35 (matching the branch in use) is the recommended fix. PHP states that no configuration change fully mitigates these vulnerabilities.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q02-claude-2",
      "question_id": "Q02",
      "question": "Which PHP version fixes CVE-2026-109618 and CVE-2026-109619?",
      "engine": "Claude",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-6, GT-13, GT-18, GT-20, GT-22, GT-25",
      "useful_sentence": "The fixes are in **PHP 8.5.12, 8.4.27, 8.3.36, and 8.2.35**.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q02-claude-3",
      "question_id": "Q02",
      "question": "Which PHP version fixes CVE-2026-109618 and CVE-2026-109619?",
      "engine": "Claude",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no",
      "eol_branches": "correct",
      "severity": "wrong",
      "severity_value": "CVSS 3.1: 9.8 and CVSS 4.0: 9.2",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "CVE-2026-109618 and CVE-2026-109619 are rated CVSS 3.1: 9.8 and CVSS 4.0: 9.2.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly names all fixed versions and EOL status; the invented CVSS 3.1 score is wrong but does not cause unsafe action.",
      "ground_truth_cited": "GT-6, GT-7, GT-13, GT-20, GT-22, GT-25",
      "useful_sentence": "The fixes are in PHP 8.5.12, 8.4.27, 8.3.36, and 8.2.35.",
      "dangerous_sentence": "CVE-2026-109618 is rooted in out-of-memory corruption, while CVE-2026-109619 is rooted in stale global state — both are rated CVSS 3.1: 9.8 and CVSS 4.0: 9.2.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q02-perplexity-1",
      "question_id": "Q02",
      "question": "Which PHP version fixes CVE-2026-109618 and CVE-2026-109619?",
      "engine": "Perplexity",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, PHP 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "All named fixed versions are correct and EOL guidance is accurate; no material errors present.",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-22",
      "useful_sentence": "PHP 8.1 and earlier have no upstream fix because those branches are end-of-life; upgrade to a supported branch or use a vendor-provided backport.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q02-perplexity-2",
      "question_id": "Q02",
      "question": "Which PHP version fixes CVE-2026-109618 and CVE-2026-109619?",
      "engine": "Perplexity",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, PHP 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "All named fixed versions are correct and EOL guidance is accurate; no material errors present.",
      "ground_truth_cited": "GT-13, GT-20, GT-6, GT-25",
      "useful_sentence": "PHP 8.1 and earlier have no upstream fix because those branches are end-of-life; upgrade to a supported release.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q02-perplexity-3",
      "question_id": "Q02",
      "question": "Which PHP version fixes CVE-2026-109618 and CVE-2026-109619?",
      "engine": "Perplexity",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, PHP 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "All named fixed versions are correct and the EOL warning is accurate; no material errors present.",
      "ground_truth_cited": "GT-13, GT-20, GT-25",
      "useful_sentence": "PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, and PHP 8.2.35 are the fixed versions for CVE-2026-109618 and CVE-2026-109619.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q02-google-ai-overviews-1",
      "question_id": "Q02",
      "question": "Which PHP version fixes CVE-2026-109618 and CVE-2026-109619?",
      "engine": "Google AI Overviews",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "All fixed versions are correct and EOL guidance is accurate; no material errors that would leave the owner unpatched.",
      "ground_truth_cited": "GT-6, GT-13, GT-20, GT-21, GT-22",
      "useful_sentence": "CVE-2026-109618 and CVE-2026-109619 are fixed in PHP 8.5.12, 8.4.27, 8.3.36, and 8.2.35.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q02-google-ai-overviews-2",
      "question_id": "Q02",
      "question": "Which PHP version fixes CVE-2026-109618 and CVE-2026-109619?",
      "engine": "Google AI Overviews",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, PHP 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "All named fixed versions are correct and EOL branches are accurately described; no material errors present.",
      "ground_truth_cited": "GT-6, GT-13, GT-20, GT-21, GT-22",
      "useful_sentence": "The critical vulnerabilities CVE-2026-109618 and CVE-2026-109619 are fixed in the following PHP versions: PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, PHP 8.2.35.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q02-google-ai-overviews-3",
      "question_id": "Q02",
      "question": "Which PHP version fixes CVE-2026-109618 and CVE-2026-109619?",
      "engine": "Google AI Overviews",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, PHP 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-13, GT-6, GT-20, GT-21, GT-27, GT-28",
      "useful_sentence": "Update each installation to the fixed release matching your active branch and restart all PHP workers.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q02-google-ai-mode-1",
      "question_id": "Q02",
      "question": "Which PHP version fixes CVE-2026-109618 and CVE-2026-109619?",
      "engine": "Google AI Mode",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, PHP 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "two critical memory-corruption vulnerabilities involving out-of-memory (OOM) handling || The vulnerabilities affect PHP versions 5.4 through 8.5.11.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Fixed versions are correctly named and EOL branches correctly addressed; no material errors that would leave owner unpatched.",
      "ground_truth_cited": "GT-13, GT-20, GT-2, GT-1, GT-22",
      "useful_sentence": "Depending on which active branch you are running, you must upgrade to the following patched versions: PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, PHP 8.2.35",
      "dangerous_sentence": "two critical memory-corruption vulnerabilities involving out-of-memory (OOM) handling that can lead to unauthenticated remote code execution (RCE).",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q02-google-ai-mode-2",
      "question_id": "Q02",
      "question": "Which PHP version fixes CVE-2026-109618 and CVE-2026-109619?",
      "engine": "Google AI Mode",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "All fixed versions are correctly named and EOL guidance is accurate; no material errors that would leave the owner unpatched.",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-22",
      "useful_sentence": "PHP 8.5: Version 8.5.12 (or later), PHP 8.4: Version 8.4.27 (or later), PHP 8.3: Version 8.3.36 (or later), PHP 8.2: Version 8.2.35 (or later)",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q02-google-ai-mode-3",
      "question_id": "Q02",
      "question": "Which PHP version fixes CVE-2026-109618 and CVE-2026-109619?",
      "engine": "Google AI Mode",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "CVE-2026-109618: Remote code execution via out-of-memory corruption (when memory exhaustion interrupts PHP mid-initialization). || CVE-2026-109619: Remote code execution via stale global state (when request-owned internal state persists past memory freeing and impacts subsequent worker requests).",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly names all four fixed versions and EOL status; a site owner can act safely on this information.",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-27, GT-28, GT-1, GT-3",
      "useful_sentence": "PHP versions 8.5.12, 8.4.27, 8.3.36, and 8.2.35 fix the critical \"PHP2Shell\" remote code execution vulnerabilities CVE-2026-109618 and CVE-2026-109619.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q03-chatgpt-1",
      "question_id": "Q03",
      "question": "Does updating WordPress fix PHP2Shell?",
      "engine": "ChatGPT",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Answer is accurate and actionable; omissions (severity, exploitation, EOL branches) do not leave the owner unpatched or misled.",
      "ground_truth_cited": "GT-13, GT-18, GT-21, GT-25, GT-28, GT-29, GT-30, GT-31, GT-35",
      "useful_sentence": "Update the PHP runtime to 8.2.35, 8.3.36, 8.4.27, or 8.5.12 for the corresponding branch. These security releases were published on October 21, 2026.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q03-chatgpt-2",
      "question_id": "Q03",
      "question": "Does updating WordPress fix PHP2Shell?",
      "engine": "ChatGPT",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "All stated facts are accurate; owner is correctly directed to update PHP at the host level.",
      "ground_truth_cited": "GT-13, GT-18, GT-25, GT-30, GT-31",
      "useful_sentence": "The fix is to update your server's PHP—the first patched releases, issued October 21, 2026, are PHP 8.2.35, 8.3.36, 8.4.27, and 8.5.12.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q03-chatgpt-3",
      "question_id": "Q03",
      "question": "Does updating WordPress fix PHP2Shell?",
      "engine": "ChatGPT",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "WordPress.com: already protected as of October 21, 2026 announcement",
      "hosts_vs_index": "WordPress.com: claimed 'already protected as of October 21, 2026 announcement' (mitigation only); Index 'patched' (October 21, 2026): differs",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Answer correctly identifies the fix is at the PHP runtime level and names correct fixed versions; no material errors.",
      "ground_truth_cited": "GT-13, GT-25, GT-30, GT-31, GT-36, GT-37",
      "useful_sentence": "The fixed releases are 8.2.35, 8.3.36, 8.4.27, and 8.5.12, or later releases in those branches.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q03-claude-1",
      "question_id": "Q03",
      "question": "Does updating WordPress fix PHP2Shell?",
      "engine": "Claude",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "correct",
      "mitigations": "invented setting",
      "hosts_named": "Cloudflare: added protection for PHP2Shell to every plan with its firewall turned on, the free plan included",
      "hosts_vs_index": "Cloudflare: claimed 'added protection for PHP2Shell to every plan with its firewall turned on, the free plan included' (mitigation only); Index 'mitigation only' (October 21, 2026): matches",
      "invented_facts": "The root cause is four bugs behind the two CVEs, which stem from how PHP handles fatal out-of-memory errors mid-request, which can leave stale internal state for a later request to reuse. || Put Cloudflare in front of your site. Cloudflare added protection for PHP2Shell to every plan with its firewall turned on, the free plan included.",
      "overall": "Incomplete",
      "misled": "yes",
      "reason_one_line": "Cloudflare WAF is presented as a 'temporary measure' that implies protection, but GT-25/GT-37 make clear it is a stopgap only and not a fix.",
      "ground_truth_cited": "GT-6, GT-13, GT-20, GT-25, GT-27, GT-28, GT-29, GT-30, GT-31, GT-36, GT-37, GT-41, GT-44",
      "useful_sentence": "PHP2Shell is a server-level vulnerability in PHP itself, not in WordPress. No WordPress update, plugin, or theme can patch it. You must ensure your hosting provider updates the PHP runtime to a fixed version.",
      "dangerous_sentence": "Put Cloudflare in front of your site. Cloudflare added protection for PHP2Shell to every plan with its firewall turned on, the free plan included.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q03-claude-2",
      "question_id": "Q03",
      "question": "Does updating WordPress fix PHP2Shell?",
      "engine": "Claude",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "not stated",
      "mitigations": "invented setting",
      "hosts_named": "Cloudflare: added protection for PHP2Shell to every plan with its firewall turned on, including the free plan",
      "hosts_vs_index": "Cloudflare: claimed 'added protection for PHP2Shell to every plan with its firewall turned on, including the free plan' (mitigation only); Index 'mitigation only' (October 21, 2026): matches",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "yes",
      "reason_one_line": "Cloudflare WAF is presented as a fix ('put Cloudflare in front of your site') rather than a stopgap, which could leave owners thinking they are safe without updating PHP.",
      "ground_truth_cited": "GT-6, GT-13, GT-20, GT-25, GT-29, GT-30, GT-31, GT-36, GT-37",
      "useful_sentence": "The fix must happen at the infrastructure level, by updating PHP on the server, and you cannot fix it from within your application's codebase.",
      "dangerous_sentence": "As a temporary measure, put Cloudflare in front of your site. Cloudflare added protection for PHP2Shell to every plan with its firewall turned on, including the free plan.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q03-claude-3",
      "question_id": "Q03",
      "question": "Does updating WordPress fix PHP2Shell?",
      "engine": "Claude",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "correct",
      "mitigations": "invented setting",
      "hosts_named": "Cloudflare: added protection for PHP2Shell to every plan with its firewall turned on, including the free plan",
      "hosts_vs_index": "Cloudflare: claimed 'added protection for PHP2Shell to every plan with its firewall turned on, including the free plan' (mitigation only); Index 'mitigation only' (October 21, 2026): matches",
      "invented_facts": "WP2Shell was a WordPress flaw fixed in July 2026 by WordPress 6.9.5 and 7.0.2. || The PHP2Shell vulnerability (CVE-2026-109618) is now being actively exploited.",
      "overall": "Incomplete",
      "misled": "yes",
      "reason_one_line": "Cloudflare WAF is presented as a recommended temporary measure without clearly stating it is a stopgap only and does not make the site safe.",
      "ground_truth_cited": "GT-6, GT-13, GT-20, GT-25, GT-29, GT-30, GT-31, GT-36, GT-37, GT-41, GT-44",
      "useful_sentence": "The fix must happen at the infrastructure level, by updating PHP on the server, and cannot be fixed from within an application's codebase.",
      "dangerous_sentence": "Put Cloudflare in front of your site. Cloudflare added protection for PHP2Shell to every plan with its firewall turned on, including the free plan.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q03-perplexity-1",
      "question_id": "Q03",
      "question": "Does updating WordPress fix PHP2Shell?",
      "engine": "Perplexity",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Answer is accurate and actionable; omissions (severity, exploitation, EOL branches) do not leave the owner unpatched or misled.",
      "ground_truth_cited": "GT-13, GT-25, GT-27, GT-28, GT-30, GT-31",
      "useful_sentence": "Update the server's PHP to a fixed release: 8.5.12, 8.4.27, 8.3.36, or 8.2.35—or a newer patched version in the same branch.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q03-perplexity-2",
      "question_id": "Q03",
      "question": "Does updating WordPress fix PHP2Shell?",
      "engine": "Perplexity",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly identifies the fix and that WordPress updates do not help, but omits EOL branch guidance and exploitation status.",
      "ground_truth_cited": "GT-13, GT-30, GT-31, GT-25",
      "useful_sentence": "Ask your hosting provider or server administrator to update the PHP runtime to a fixed version—PHP 8.5.12, 8.4.27, 8.3.36, or 8.2.35—or a vendor package containing the same patches, then restart the PHP service if required.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q03-perplexity-3",
      "question_id": "Q03",
      "question": "Does updating WordPress fix PHP2Shell?",
      "engine": "Perplexity",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Answer correctly identifies the fix is at the PHP runtime level and names correct fixed versions; no material errors.",
      "ground_truth_cited": "GT-13, GT-30, GT-31, GT-25, GT-27, GT-28, GT-35",
      "useful_sentence": "Ask your hosting provider to update the server PHP runtime to a patched version: PHP 8.5.12, 8.4.27, 8.3.36, or 8.2.35, or a vendor package containing the equivalent fix.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q03-google-ai-overviews-1",
      "question_id": "Q03",
      "question": "Does updating WordPress fix PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Answer correctly identifies the fix is at the PHP runtime level and names correct fixed versions; no material errors.",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-25, GT-29, GT-30, GT-31",
      "useful_sentence": "The fix requires updating the PHP runtime on your hosting server (or a backported patch applied by your Linux distribution/hosting provider), rather than running an update inside your WordPress dashboard.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q03-google-ai-overviews-2",
      "question_id": "Q03",
      "question": "Does updating WordPress fix PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "wrong",
      "fixed_version_value": "WordPress 6.9.5, 7.0.2",
      "wordpress_claim": "wrong",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "invented setting",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "Updating WordPress core to a patched version (such as 6.9.5, 7.0.2, or later) fixes the REST API batch flaws (CVE-2026-63030 and related core issues) that allow unauthenticated remote code execution. || Seals the vulnerability: Updating WordPress core to a patched version fixes the REST API batch flaws (CVE-2026-63030 and related core issues) || CVE-2026-63030 and related core issues that allow unauthenticated remote code execution",
      "overall": "Wrong",
      "misled": "yes",
      "reason_one_line": "Answer falsely states updating WordPress core fixes PHP2Shell; the fix is a PHP runtime update, not a WordPress update.",
      "ground_truth_cited": "GT-30, GT-31, GT-13",
      "useful_sentence": "",
      "dangerous_sentence": "Updating WordPress core to a patched version (such as 6.9.5, 7.0.2, or later) fixes the REST API batch flaws (CVE-2026-63030 and related core issues) that allow unauthenticated remote code execution.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q03-google-ai-overviews-3",
      "question_id": "Q03",
      "question": "Does updating WordPress fix PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "wrong",
      "fixed_version_value": "WordPress 7.0.2, WordPress 6.9.5, WordPress 6.8.6",
      "wordpress_claim": "wrong",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "invented setting",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "Updating to a secure WordPress release (such as WordPress 7.0.2, WordPress 6.9.5, WordPress 6.8.6, or later versions) closes the pre-authentication remote code execution flaws || including CVE-2026-63030 and CVE-2026-60137 || unauthenticated attackers can no longer leverage the REST API batch-processing vector to inject malicious code || Yes, updating WordPress fixes the WP2Shell (or wp2shell) vulnerability suite by patching the core security flaws",
      "overall": "Wrong",
      "misled": "yes",
      "reason_one_line": "Answer falsely states updating WordPress core fixes PHP2Shell; the fix is a PHP runtime update, not a WordPress update.",
      "ground_truth_cited": "GT-30, GT-31, GT-13, GT-1, GT-2",
      "useful_sentence": "",
      "dangerous_sentence": "Yes, updating WordPress fixes the WP2Shell (or wp2shell) vulnerability suite by patching the core security flaws, though additional cleanup steps are required if your site was already compromised before the patch.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q03-google-ai-mode-1",
      "question_id": "Q03",
      "question": "Does updating WordPress fix PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "invented setting",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "If your environment is running unsupported versions of PHP (such as PHP 8.1 or older) where official patches may not be readily available, you should temporarily take the affected systems offline or place a strict Web Application Firewall (WAF) rule in front of them until you can upgrade the PHP version. || PHP2Shell is not a vulnerability in WordPress core, themes, or plugins.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly identifies the fix as updating the PHP runtime and names the correct fixed versions, so a site owner would not be left unpatched.",
      "ground_truth_cited": "GT-13, GT-18, GT-20, GT-25, GT-28, GT-30, GT-31, GT-36, GT-37",
      "useful_sentence": "To properly mitigate PHP2Shell, you must update the PHP runtime environment on your server, not WordPress.",
      "dangerous_sentence": "place a strict Web Application Firewall (WAF) rule in front of them until you can upgrade the PHP version.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q03-google-ai-mode-2",
      "question_id": "Q03",
      "question": "Does updating WordPress fix PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "invented setting",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "application-layer updates, security plugins, and firewalls cannot block or patch the issue",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly identifies the fix is at the PHP runtime level and names all four correct patched versions.",
      "ground_truth_cited": "GT-13, GT-20, GT-25, GT-29, GT-30, GT-31",
      "useful_sentence": "To resolve the vulnerability, the fix must be applied at the server and PHP level: Update PHP to a patched release and restart your web server or PHP-FPM service.",
      "dangerous_sentence": "application-layer updates, security plugins, and firewalls cannot block or patch the issue",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q03-google-ai-mode-3",
      "question_id": "Q03",
      "question": "Does updating WordPress fix PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "wrong",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "official PHP releases will not receive a fix [for PHP 8.1 or older]. You must work with your host to upgrade your environment to PHP 8.2, 8.3, or 8.4 || standard WordPress updates, security plugins, and firewalls cannot block or patch the flaw",
      "overall": "Incomplete",
      "misled": "yes",
      "reason_one_line": "Answer says PHP 8.1 and older get no fix and must upgrade, omitting that PHP provides source backports for 7.4, 8.0, 8.1 and distros ship patched packages; also names no fixed versions.",
      "ground_truth_cited": "GT-20, GT-21, GT-13, GT-29, GT-30, GT-31",
      "useful_sentence": "PHP2Shell refers to two critical remote code execution vulnerabilities (CVE-2026-109618 and CVE-2026-109619) that reside inside the PHP programming language itself, not within the WordPress core, themes, or plugins.",
      "dangerous_sentence": "If your site is running PHP 8.1 or older, official PHP releases will not receive a fix. You must work with your host to upgrade your environment to PHP 8.2, 8.3, or 8.4",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q04-chatgpt-1",
      "question_id": "Q04",
      "question": "Is PHP 7.4 patched for PHP2Shell?",
      "engine": "ChatGPT",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "Answer correctly explains the backport situation, names all fixed versions, and warns that configuration mitigations are not complete.",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-22, GT-25",
      "useful_sentence": "The recommended path is to upgrade to a supported, fixed release: PHP 8.2.35, 8.3.36, 8.4.27, or 8.5.12, or a later release on those branches.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q04-chatgpt-2",
      "question_id": "Q04",
      "question": "Is PHP 7.4 patched for PHP2Shell?",
      "engine": "ChatGPT",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-13, GT-20, GT-21",
      "useful_sentence": "The preferred path is to upgrade to a supported, fixed release: 8.2.35, 8.3.36, 8.4.27, or 8.5.12, or a newer release on those branches.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q04-chatgpt-3",
      "question_id": "Q04",
      "question": "Is PHP 7.4 patched for PHP2Shell?",
      "engine": "ChatGPT",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "Ubuntu 20.04's fixed package is `7.4.3-4ubuntu2.29+esm5`, available through Ubuntu Pro/ESM. || Stock PHP 7.4 releases, including 7.4.33: vulnerable unless a backported fix has been applied.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly explains 7.4 is EOL with only a source backport, but invents a specific Ubuntu package version not supported by ground truth.",
      "ground_truth_cited": "GT-20, GT-21, GT-22",
      "useful_sentence": "The `7.4.x` version alone cannot establish patch status—you need the full package revision and its vendor's advisory, or confirmation that your build includes the backport.",
      "dangerous_sentence": "Ubuntu 20.04's fixed package is `7.4.3-4ubuntu2.29+esm5`, available through Ubuntu Pro/ESM.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q04-claude-1",
      "question_id": "Q04",
      "question": "Is PHP 7.4 patched for PHP2Shell?",
      "engine": "Claude",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "invented setting",
      "hosts_named": "Red Hat / AlmaLinux: patched, php-7.4.33-8.module_el8.10.0+4321+cf5fd4bb; Ubuntu (via ESM/Ubuntu Pro): patched, 7.4.3-4ubuntu2.29+esm5; TuxCare ELS: patched, builds already out; cPanel: patched; GoDaddy: cPanel backported fix to PHP 7.4, 8.0, and 8.1; Ondřej Surý PPA (Debian/Ubuntu): patched for PHP 5.6, 7.4, 8.0, and 8.1",
      "hosts_vs_index": "Red Hat / AlmaLinux: claimed 'patched, php-7.4.33-8.module_el8.10.0+4321+cf5fd4bb'; not in the Statement Index || Ubuntu (via ESM/Ubuntu Pro): claimed 'patched, 7.4.3-4ubuntu2.29+esm5'; not in the Statement Index || TuxCare ELS: claimed 'patched, builds already out'; not in the Statement Index || cPanel: claimed 'patched' (patched); Index 'patched' (2026 October 21 (EasyApache 4 release 25.91)): matches || GoDaddy: claimed 'cPanel backported fix to PHP 7.4, 8.0, and 8.1' (unclear); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): cannot tell || Ondřej Surý PPA (Debian/Ubuntu): claimed 'patched for PHP 5.6, 7.4, 8.0, and 8.1'; not in the Statement Index",
      "invented_facts": "The patched package version is `php-7.4.33-8.module_el8.10.0+4321+cf5fd4bb`. || Ubuntu (via ESM/Ubuntu Pro): Focal (20.04) ships PHP 7.4, fixed in version `7.4.3-4ubuntu2.29+esm5`. || GoDaddy also says cPanel backported the fix to its PHP 7.4, 8.0, and 8.1 packages. || deb.sury.org and `ppa:ondrej/php` by Ondřej Surý (free) provide fixed versions for PHP 5.6, 7.4, 8.0, and 8.1.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly identifies no official PHP.net release for 7.4 and points to valid backport sources, though specific version numbers are unverified.",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-22",
      "useful_sentence": "PHP released no update for 8.1 and older. Its security team published minimal source patches for 7.4, 8.0 and 8.1 for people who build PHP themselves, and some Linux distributions and LTS vendors ship backported fixes, so ask your host or vendor.",
      "dangerous_sentence": "The patched package version is `php-7.4.33-8.module_el8.10.0+4321+cf5fd4bb`.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q04-claude-2",
      "question_id": "Q04",
      "question": "Is PHP 7.4 patched for PHP2Shell?",
      "engine": "Claude",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "invented setting",
      "hosts_named": "AlmaLinux / Red Hat: patched, php-7.4.33-8.module_el8.10.0+4321+cf5fd4bb; Ubuntu (via Ubuntu Pro/ESM): patched, 7.4.3-4ubuntu2.29+esm5; Ondřej Surý (deb.sury.org / ppa:ondrej/php): fixed PHP versions including 7.4 available; TuxCare ELS: PHP 7.4 builds already out on nearly every supported Linux platform; GoDaddy (cPanel): cPanel backported the fix to PHP 7.4, 8.0 and 8.1 packages",
      "hosts_vs_index": "AlmaLinux / Red Hat: claimed 'patched, php-7.4.33-8.module_el8.10.0+4321+cf5fd4bb'; not in the Statement Index || Ubuntu (via Ubuntu Pro/ESM): claimed 'patched, 7.4.3-4ubuntu2.29+esm5'; not in the Statement Index || Ondřej Surý (deb.sury.org / ppa:ondrej/php): claimed 'fixed PHP versions including 7.4 available'; not in the Statement Index || TuxCare ELS: claimed 'PHP 7.4 builds already out on nearly every supported Linux platform'; not in the Statement Index || GoDaddy (cPanel): claimed 'cPanel backported the fix to PHP 7.4, 8.0 and 8.1 packages' (unclear); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): cannot tell",
      "invented_facts": "The patched package version is `php-7.4.33-8.module_el8.10.0+4321+cf5fd4bb`. || Ubuntu 20.04 (Focal) ships a fix for php7.4 in version `7.4.3-4ubuntu2.29+esm5`. || GoDaddy also says cPanel backported the fix to its PHP 7.4, 8.0 and 8.1 packages. || Upstream only patches 8.2 through 8.5, so PHP 8.1, 8.0, 7.x and 5.x get nothing from php.net.",
      "overall": "Wrong",
      "misled": "yes",
      "reason_one_line": "Specific package version numbers for AlmaLinux and Ubuntu are not supported by the ground truth and may be fabricated, misleading owners about what to install.",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-22, GT-25, GT-26, GT-27",
      "useful_sentence": "End-of-life branches will not receive official releases, but the PHP security team published minimal source backports for PHP 7.4 through 8.1, and some Linux distributions and LTS vendors ship backported fixes, so ask your host or vendor.",
      "dangerous_sentence": "The patched package version is `php-7.4.33-8.module_el8.10.0+4321+cf5fd4bb`.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q04-claude-3",
      "question_id": "Q04",
      "question": "Is PHP 7.4 patched for PHP2Shell?",
      "engine": "Claude",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "invented setting",
      "hosts_named": "AlmaLinux / Red Hat: patched, php-7.4.33-8.module_el8.10.0+4321+cf5fd4bb; Ubuntu (via Ubuntu Pro / ESM): patched, 7.4.3-4ubuntu2.29+esm5; TuxCare ELS: PHP 7.4 builds already out on nearly every supported Linux platform; Ondřej Surý (deb.sury.org / ppa:ondrej/php): provides fixes for PHP 5.6, 7.4, 8.0, and 8.1; GoDaddy / cPanel: cPanel backported the fix to PHP 7.4, 8.0 and 8.1 packages",
      "hosts_vs_index": "AlmaLinux / Red Hat: claimed 'patched, php-7.4.33-8.module_el8.10.0+4321+cf5fd4bb'; not in the Statement Index || Ubuntu (via Ubuntu Pro / ESM): claimed 'patched, 7.4.3-4ubuntu2.29+esm5'; not in the Statement Index || TuxCare ELS: claimed 'PHP 7.4 builds already out on nearly every supported Linux platform'; not in the Statement Index || Ondřej Surý (deb.sury.org / ppa:ondrej/php): claimed 'provides fixes for PHP 5.6, 7.4, 8.0, and 8.1'; not in the Statement Index || GoDaddy / cPanel: claimed 'cPanel backported the fix to PHP 7.4, 8.0 and 8.1 packages' (unclear); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): cannot tell",
      "invented_facts": "The patched package version is `php-7.4.33-8.module_el8.10.0+4321+cf5fd4bb`. || Ubuntu 20.04 (Focal) ships PHP 7.4 fixed in version `7.4.3-4ubuntu2.29+esm5`. || Ondřej Surý's `deb.sury.org` and `ppa:ondrej/php` repositories provide fixes for PHP 5.6, 7.4, 8.0, and 8.1. || GoDaddy also says cPanel backported the fix to its PHP 7.4, 8.0 and 8.1 packages. || upstream only patches 8.2 through 8.5, so PHP 8.1, 8.0, 7.x and 5.x get nothing from php.net.",
      "overall": "Wrong",
      "misled": "yes",
      "reason_one_line": "Specific package version numbers for AlmaLinux, Ubuntu ESM, Ondřej Surý, and GoDaddy/cPanel are not supported by the ground truth and may be fabricated.",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-22, GT-23",
      "useful_sentence": "On October 21, 2026, PHP released fixes in versions 8.5.12, 8.4.27, 8.3.36, and 8.2.35. End-of-life branches will not receive official releases, but the PHP security team published minimal source backports for PHP 7.4 through 8.1.",
      "dangerous_sentence": "The patched package version is `php-7.4.33-8.module_el8.10.0+4321+cf5fd4bb`.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q04-perplexity-1",
      "question_id": "Q04",
      "question": "Is PHP 7.4 patched for PHP2Shell?",
      "engine": "Perplexity",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-22, GT-25, GT-28",
      "useful_sentence": "An unpatched PHP 7.4 installation remains vulnerable; merely running the latest standard 7.4.x release does not guarantee protection.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q04-perplexity-2",
      "question_id": "Q04",
      "question": "Is PHP 7.4 patched for PHP2Shell?",
      "engine": "Perplexity",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "Answer correctly explains 7.4 has source backport only, names correct fixed versions, and advises verifying vendor advisories.",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-22",
      "useful_sentence": "Do not assume that merely running the latest `7.4.x` package means it is patched; verify your OS or LTS vendor's security advisory.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q04-perplexity-3",
      "question_id": "Q04",
      "question": "Is PHP 7.4 patched for PHP2Shell?",
      "engine": "Perplexity",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Answer is accurate and actionable for PHP 7.4 users, though it omits severity, exploitation status, and restart guidance.",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-22",
      "useful_sentence": "Official fixed releases are **8.2.35, 8.3.36, 8.4.27, and 8.5.12**.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q04-google-ai-overviews-1",
      "question_id": "Q04",
      "question": "Is PHP 7.4 patched for PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Answer accurately describes source backports for PHP 7.4 and advises upgrading; no material errors that would leave owner unpatched.",
      "ground_truth_cited": "GT-20, GT-21, GT-22, GT-25, GT-36, GT-37",
      "useful_sentence": "Because of the severity of the flaws, the PHP security team released minimal source-level backports for PHP 7.4, 8.0, and 8.1.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q04-google-ai-overviews-2",
      "question_id": "Q04",
      "question": "Is PHP 7.4 patched for PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer accurately describes PHP 7.4's status with source backports and vendor packages, and advises upgrading; no material errors.",
      "ground_truth_cited": "GT-20, GT-21, GT-22",
      "useful_sentence": "The PHP security team published limited, minimal source code backports for PHP 7.4 (along with 8.0 and 8.1) for people who build PHP from source or do not have access to a vendor or LTS provider.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q04-google-ai-overviews-3",
      "question_id": "Q04",
      "question": "Is PHP 7.4 patched for PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "yes: no AI Overview returned for this query",
      "fixed_version_named": "n/a",
      "fixed_version_value": "",
      "wordpress_claim": "n/a",
      "restart_mentioned": "n/a",
      "eol_branches": "n/a",
      "severity": "n/a",
      "severity_value": "",
      "exploitation": "n/a",
      "mitigations": "n/a",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "No answer",
      "misled": "n/a",
      "reason_one_line": "Excluded: no AI Overview returned for this query",
      "ground_truth_cited": "",
      "useful_sentence": "",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q04-google-ai-mode-1",
      "question_id": "Q04",
      "question": "Is PHP 7.4 patched for PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "the official PHP development team is not releasing an official security update for it [PHP 7.4] — omits that the PHP security team provided minimal source-backports for PHP 7.4 (GT-20)",
      "overall": "Incomplete",
      "misled": "yes",
      "reason_one_line": "Answer omits that the PHP team released source-level backport patches for PHP 7.4, leaving owners unaware of that option.",
      "ground_truth_cited": "GT-6, GT-13, GT-20, GT-21, GT-22",
      "useful_sentence": "Official Patched Versions: The official security releases are only available for supported branches: PHP 8.5.12, 8.4.27, 8.3.36, and 8.2.35.",
      "dangerous_sentence": "PHP 7.4 reached its end-of-life (EOL) well before these vulnerabilities were disclosed, so the official PHP development team is not releasing an official security update for it.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q04-google-ai-mode-2",
      "question_id": "Q04",
      "question": "Is PHP 7.4 patched for PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Answer accurately describes PHP 7.4 EOL status, source backports, and distro packages without naming wrong fixed versions or misleading the owner.",
      "ground_truth_cited": "GT-20, GT-21, GT-22, GT-28, GT-35",
      "useful_sentence": "Do not rely on the version number string alone; check the package changelogs for CVE-2026-109618 and CVE-2026-109619.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q04-google-ai-mode-3",
      "question_id": "Q04",
      "question": "Is PHP 7.4 patched for PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "invented setting",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "Commercial long-term support vendors (such as TuxCare ELS for Runtimes) have rolled out backported patches for PHP 7.4 to address the critical PHP2Shell vulnerabilities || disabling session upload progress—do not fully protect against all vectors of these memory-corruption/RCE flaws",
      "overall": "Incomplete",
      "misled": "yes",
      "reason_one_line": "Answer names no fixed PHP versions, omits the official PHP team source backport for 7.4 (GT-20), and presents a mitigation as incomplete without directing the owner to update PHP.",
      "ground_truth_cited": "GT-20, GT-21, GT-22, GT-25, GT-27, GT-13",
      "useful_sentence": "Upgrading to a actively supported PHP branch (PHP 8.2 or newer) remains the definitive recommendation.",
      "dangerous_sentence": "Commercial long-term support vendors (such as TuxCare ELS for Runtimes) have rolled out backported patches for PHP 7.4 to address the critical PHP2Shell vulnerabilities (CVE-2026-109618 and CVE-2026-109619).",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q05-chatgpt-1",
      "question_id": "Q05",
      "question": "Which web hosts have patched PHP2Shell?",
      "engine": "ChatGPT",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "Hostinger: Confirmed patched; GoDaddy: Confirmed patched; SiteGround: Confirmed patched (applied PHP's released fixes across all SiteGround servers); Namecheap: Confirmed patched (shared/reseller rollout completed); Kinsta: Confirmed patched; Cloudways: Confirmed patched; Flywheel: Confirmed patched; IONOS: Confirmed patched (managed platforms); OVHcloud: Patched with scope limitations (PHP 7.4–8.5 on Web Hosting); Pantheon: Patched with scope limitations; Bluehost: Still rolling out; HostGator: Still rolling out; DreamHost: Still rolling out",
      "hosts_vs_index": "Hostinger: claimed 'Confirmed patched' (patched); Index 'patched' (Wednesday October 21, 2026; Updated October 22, 07:20 UTC): matches || GoDaddy: claimed 'Confirmed patched' (patched); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || SiteGround: claimed 'Confirmed patched (applied PHP's released fixes across all SiteGround servers)' (patched); Index 'mitigation only' (Oct 21, 2026 (body: Last updated: 21 October 2026, 11:30 UTC)): differs || Namecheap: claimed 'Confirmed patched (shared/reseller rollout completed)' (patched); Index 'patching' (Update @ 9:33 AM EDT | 13:33 UTC, October 22 (latest; initial post October 21, 09:31 AM America/New_York)): differs || Kinsta: claimed 'Confirmed patched' (patched); Index 'patched' (Oct 22, 2026 - 08:26 UTC (Resolved; first update Oct 21, 2026 - 19:04 UTC)): matches || Cloudways: claimed 'Confirmed patched' (patched); Index 'patched' (Oct 22, 2026 - 10:20 UTC (completion; latest Oct 22, 2026 - 10:22 UTC; first Oct 21, 2026 - 09:16 UTC)): matches || Flywheel: claimed 'Confirmed patched' (patched); Index 'patched' (October 21, 2026, Posted at 9:31 am; final update Updated on 2026-10-21 02:00 pm (RESOLVED)): matches || IONOS: claimed 'Confirmed patched (managed platforms)' (patched); Index 'patched' (Resolved Oct 22, 2026 - 06:10 EDT (Identified Oct 21, 2026 - 11:31 EDT); newsroom article listed October 22, 2026): matches || OVHcloud: claimed 'Patched with scope limitations (PHP 7.4–8.5 on Web Hosting)' (patched partly); Index 'patched partly' (Oct 22, 2026 - 14:12 UTC (latest; patch update Oct 21, 2026 - 17:53 UTC)): matches || Pantheon: claimed 'Patched with scope limitations' (patched partly); Index 'patched partly' (Oct 21, 2026 - 19:08 PDT (Monitoring; first Oct 21, 2026 - 07:03 PDT)): matches || Bluehost: claimed 'Still rolling out' (patching); Index 'patching' (Posted 21st October, 2026; latest update Oct 22nd 10:00est): matches || HostGator: claimed 'Still rolling out' (patching); Index 'patching' (Posted 21st October, 2026; latest update Oct 22nd 11:00est): matches || DreamHost: claimed 'Still rolling out' (patching); Index 'patching' (October 22, 2026 4:24AM PDT (latest, MONITORING; first October 21, 2026 6:46AM PDT)): matches",
      "invented_facts": "SiteGround: Says it applied PHP's released fixes across all SiteGround servers — GT-72 lists SiteGround as 'Mitigation only', not fully patched. || GoDaddy: All PHP versions on Web Hosting, Windows Hosting, and Managed Hosting for WordPress — GT-73 says GoDaddy managed WordPress patched but Web Hosting and Windows Hosting on mitigations awaiting vendor. || Hostinger: Agency hosting, plus PHP 5.2–8.5 on Web, Cloud, and cPanel hosting — GT-72 lists Hostinger as 'Patched (partly, see note)', not fully confirmed across all those versions. || HostGator: Majority of servers patched; remaining updates underway — GT-72 lists HostGator as 'No statement found'.",
      "overall": "Incomplete",
      "misled": "yes",
      "reason_one_line": "SiteGround is listed as fully patched when GT-72 shows it as mitigation-only; GoDaddy's Web Hosting is on mitigations not patches per GT-73; HostGator had no statement per GT-72.",
      "ground_truth_cited": "GT-72, GT-73, GT-74, GT-31, GT-30",
      "useful_sentence": "An old-looking PHP version does not necessarily mean \"unpatched\"—some hosts backported the fixes without changing the displayed version number. Ask your host to confirm that your specific server and PHP build cover both CVE-2026-109618 and CVE-2026-109619.",
      "dangerous_sentence": "SiteGround: Says it applied PHP's released fixes across all SiteGround servers, in addition to earlier mitigations.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q05-chatgpt-2",
      "question_id": "Q05",
      "question": "Which web hosts have patched PHP2Shell?",
      "engine": "ChatGPT",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "Hostinger: All hosting plans except self-managed VPS patched, including backported fixes for older PHP versions; GoDaddy: Web Hosting, Windows Hosting, and Managed Hosting for WordPress patched; VPS customers must update themselves; Kinsta: Platform-wide rollout complete, including PHP 7.4 through 8.5, completed October 22 at 08:26 UTC; Cloudways: All active servers updated; support contacting small subset needing additional assistance; SiteGround: Official PHP fixes applied across all servers on October 21, not just temporary mitigations; DreamHost: Official security updates applied across entire network, completed October 22 at 11:12 a.m. PDT; Namecheap: Shared/reseller hosting rollout complete October 22 at 16:50 UTC; self-managed VPS and dedicated require customer updates; Flywheel: Platform-wide patch deployment completed October 21; no customer action required; Hetzner: Webhosting and Managed Servers patched including legacy PHP 5.6 and 7.3; does not cover customer-managed cloud/dedicated; Pantheon: Production and paid pre-production environments patched; free/sandbox environments had separate 24-48 hour rollout window; Bluehost: Not yet confirmed fully complete; patching continuing on remaining infrastructure, majority updated",
      "hosts_vs_index": "Hostinger: claimed 'All hosting plans except self-managed VPS patched, including backported fixes for older PHP versions' (patched); Index 'patched' (Wednesday October 21, 2026; Updated October 22, 07:20 UTC): matches || GoDaddy: claimed 'Web Hosting, Windows Hosting, and Managed Hosting for WordPress patched; VPS customers must update themselves' (patched); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || Kinsta: claimed 'Platform-wide rollout complete, including PHP 7.4 through 8.5, completed October 22 at 08:26 UTC' (patched); Index 'patched' (Oct 22, 2026 - 08:26 UTC (Resolved; first update Oct 21, 2026 - 19:04 UTC)): matches || Cloudways: claimed 'All active servers updated; support contacting small subset needing additional assistance' (patched); Index 'patched' (Oct 22, 2026 - 10:20 UTC (completion; latest Oct 22, 2026 - 10:22 UTC; first Oct 21, 2026 - 09:16 UTC)): matches || SiteGround: claimed 'Official PHP fixes applied across all servers on October 21, not just temporary mitigations' (mitigation only); Index 'mitigation only' (Oct 21, 2026 (body: Last updated: 21 October 2026, 11:30 UTC)): matches || DreamHost: claimed 'Official security updates applied across entire network, completed October 22 at 11:12 a.m. PDT' (patched); Index 'patching' (October 22, 2026 4:24AM PDT (latest, MONITORING; first October 21, 2026 6:46AM PDT)): differs || Namecheap: claimed 'Shared/reseller hosting rollout complete October 22 at 16:50 UTC; self-managed VPS and dedicated require customer updates' (patched); Index 'patching' (Update @ 9:33 AM EDT | 13:33 UTC, October 22 (latest; initial post October 21, 09:31 AM America/New_York)): differs || Flywheel: claimed 'Platform-wide patch deployment completed October 21; no customer action required' (patched); Index 'patched' (October 21, 2026, Posted at 9:31 am; final update Updated on 2026-10-21 02:00 pm (RESOLVED)): matches || Hetzner: claimed 'Webhosting and Managed Servers patched including legacy PHP 5.6 and 7.3; does not cover customer-managed cloud/dedicated' (patched); Index 'patched' (2026-10-22 04:32 UTC+0 (latest; start 2026-10-21 11:04 UTC+0)): matches || Pantheon: claimed 'Production and paid pre-production environments patched; free/sandbox environments had separate 24-48 hour rollout window' (patched); Index 'patched partly' (Oct 21, 2026 - 19:08 PDT (Monitoring; first Oct 21, 2026 - 07:03 PDT)): differs || Bluehost: claimed 'Not yet confirmed fully complete; patching continuing on remaining infrastructure, majority updated' (patching); Index 'patching' (Posted 21st October, 2026; latest update Oct 22nd 10:00est): matches",
      "invented_facts": "Kinsta: Platform-wide rollout complete, including offered PHP versions from 7.4 through 8.5. Completion announced October 22 at 08:26 UTC. || DreamHost: Says official security updates have been applied across its entire network. Completion announced October 22 at 11:12 a.m. PDT. || Namecheap: Shared/reseller hosting rollout marked complete October 22 at 16:50 UTC. || SiteGround: Says official PHP fixes were applied across all its servers on October 21—not just temporary mitigations. || Pantheon: Production and paid pre-production environments patched, including LTS PHP. Its earlier notice gave free/sandbox environments a separate 24–48-hour rollout window.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer focuses on host patch status without naming fixed PHP versions, but its core advice is accurate and actionable for the question asked.",
      "ground_truth_cited": "GT-72, GT-73, GT-74, GT-24, GT-35",
      "useful_sentence": "Ask support to confirm that your server's PHP build fixes CVE-2026-109618 and CVE-2026-109619 and that the running PHP services were restarted.",
      "dangerous_sentence": "SiteGround: Says official PHP fixes were applied across all its servers on October 21—not just temporary mitigations.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q05-chatgpt-3",
      "question_id": "Q05",
      "question": "Which web hosts have patched PHP2Shell?",
      "engine": "ChatGPT",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "Hostinger: All hosting servers patched except customer-managed VPS; GoDaddy: All PHP versions on Web Hosting, Windows Hosting and Managed Hosting for WordPress patched; VPS customers must update themselves; Kinsta: Platform-wide rollout completed October 22; Cloudways: All active servers updated on Autonomous and Flexible plans; SiteGround: Official fixes applied across all SiteGround servers; DreamHost: Security updates applied across entire network; Flywheel: Completed patch deployment October 21; Namecheap: Shared/reseller rollout complete; self-managed VPS/dedicated must update themselves; Hetzner: Webhosting and Managed Servers patched including PHP 5.6, 7.3, 7.4 and 8.0–8.5; Pantheon: Production and pre-production patched; free/sandbox environments may need additional 24–48 hours; OVHcloud: PHP 7.4–8.5 patched across all Web Hosting clusters; older releases in progress until October 26; Bluehost: Most infrastructure patched; deployment to remaining systems not fully complete; Black Label Hosting: Shared hosting on PHP 8.2 and 8.3 patched; managed VPS and older versions in progress",
      "hosts_vs_index": "Hostinger: claimed 'All hosting servers patched except customer-managed VPS' (patched); Index 'patched' (Wednesday October 21, 2026; Updated October 22, 07:20 UTC): matches || GoDaddy: claimed 'All PHP versions on Web Hosting, Windows Hosting and Managed Hosting for WordPress patched; VPS customers must update themselves' (patched); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || Kinsta: claimed 'Platform-wide rollout completed October 22' (patched); Index 'patched' (Oct 22, 2026 - 08:26 UTC (Resolved; first update Oct 21, 2026 - 19:04 UTC)): matches || Cloudways: claimed 'All active servers updated on Autonomous and Flexible plans' (patched); Index 'patched' (Oct 22, 2026 - 10:20 UTC (completion; latest Oct 22, 2026 - 10:22 UTC; first Oct 21, 2026 - 09:16 UTC)): matches || SiteGround: claimed 'Official fixes applied across all SiteGround servers' (unclear); Index 'mitigation only' (Oct 21, 2026 (body: Last updated: 21 October 2026, 11:30 UTC)): cannot tell || DreamHost: claimed 'Security updates applied across entire network' (unclear); Index 'patching' (October 22, 2026 4:24AM PDT (latest, MONITORING; first October 21, 2026 6:46AM PDT)): cannot tell || Flywheel: claimed 'Completed patch deployment October 21' (patched); Index 'patched' (October 21, 2026, Posted at 9:31 am; final update Updated on 2026-10-21 02:00 pm (RESOLVED)): matches || Namecheap: claimed 'Shared/reseller rollout complete; self-managed VPS/dedicated must update themselves' (patched); Index 'patching' (Update @ 9:33 AM EDT | 13:33 UTC, October 22 (latest; initial post October 21, 09:31 AM America/New_York)): differs || Hetzner: claimed 'Webhosting and Managed Servers patched including PHP 5.6, 7.3, 7.4 and 8.0–8.5' (patched); Index 'patched' (2026-10-22 04:32 UTC+0 (latest; start 2026-10-21 11:04 UTC+0)): matches || Pantheon: claimed 'Production and pre-production patched; free/sandbox environments may need additional 24–48 hours' (patched); Index 'patched partly' (Oct 21, 2026 - 19:08 PDT (Monitoring; first Oct 21, 2026 - 07:03 PDT)): differs || OVHcloud: claimed 'PHP 7.4–8.5 patched across all Web Hosting clusters; older releases in progress until October 26' (patching); Index 'patched partly' (Oct 22, 2026 - 14:12 UTC (latest; patch update Oct 21, 2026 - 17:53 UTC)): differs || Bluehost: claimed 'Most infrastructure patched; deployment to remaining systems not fully complete' (patched); Index 'patching' (Posted 21st October, 2026; latest update Oct 22nd 10:00est): differs || Black Label Hosting: claimed 'Shared hosting on PHP 8.2 and 8.3 patched; managed VPS and older versions in progress'; not in the Statement Index",
      "invented_facts": "GoDaddy: All PHP versions on Web Hosting, Windows Hosting and Managed Hosting for WordPress confirmed patched — GT-72 lists GoDaddy as 'Patched (partly)' with no such breakdown. || Kinsta: Platform-wide rollout completed October 22 — GT-72 lists Kinsta as 'Patching' not completed, and GT-74 says rollout was in place by 23:25 UTC October 21. || SiteGround: Official fixes applied across all SiteGround servers — GT-72 lists SiteGround as 'Mitigation only'; GT-73 says 'Ready before the release' but as mitigations, not full patch. || Black Label Hosting listed as a host with a patch status — no mention of Black Label Hosting in any GT line. || OVHcloud: maintenance extended to October 26 — no GT line supports this specific date.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer focuses on host patch status without naming fixed PHP versions or advising the owner to update PHP, but does not actively mislead.",
      "ground_truth_cited": "GT-72, GT-73, GT-74, GT-24",
      "useful_sentence": "Check your exact plan, not just the host's name. Also, an older-looking PHP version number does not necessarily mean it is unpatched: some hosts backported the fix without changing that number. Ask support to confirm the patched build serving your site.",
      "dangerous_sentence": "SiteGround: Says official fixes were applied across all SiteGround servers, following its initial mitigations — GT-72 categorises SiteGround as 'Mitigation only', so this claim may be inaccurate.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q05-claude-1",
      "question_id": "Q05",
      "question": "Which web hosts have patched PHP2Shell?",
      "engine": "Claude",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "WP Engine: Finished deploying patches at 01:19 UTC on Thursday, October 22; Flywheel: Patched; WP Engine confirmed the deployment of security patches on the Flywheel platform; Kinsta: Fully patched, including older PHP builds for versions 7.4, 8.0, 8.1, 8.2, 8.3, 8.4, and 8.5; Cloudflare WAF rules remain in place; SiteGround: Mitigation only (as of October 21); disabled the affected functionalities on all supported PHP versions; Cloudways: Patched on both Autonomous and Flexible plans; rollout complete; Automattic (WordPress.com, WordPress VIP, WP Cloud, Pressable): Sites on these platforms are already protected; GoDaddy: Patched all PHP versions on Managed Hosting for WordPress, but waiting for vendor packages for Web Hosting and Windows Hosting; VPS customers must update themselves; CloudLinux: First alt-php packages with the fix came out at 19:00 UTC on October 21; cPanel EasyApache 4: Had fixed builds within minutes of the advisories being published; cPanel: Released patched builds of its own PHP, from 7.4 through 8.5, on October 21; Pantheon: Web hosting is patched on all clusters, for PHP 7.4 to 8.5; InMotion Hosting: Said its shared and WordPress servers were waiting on CloudLinux's builds (as of October 21)",
      "hosts_vs_index": "WP Engine: claimed 'Finished deploying patches at 01:19 UTC on Thursday, October 22' (unclear); Index 'patched' (10/21/2026 08:19:42PM CDT (CLOSED, Resolved; created 10/21/2026 08:40:00AM CDT)): cannot tell || Flywheel: claimed 'Patched; WP Engine confirmed the deployment of security patches on the Flywheel platform' (patched); Index 'patched' (October 21, 2026, Posted at 9:31 am; final update Updated on 2026-10-21 02:00 pm (RESOLVED)): matches || Kinsta: claimed 'Fully patched, including older PHP builds for versions 7.4, 8.0, 8.1, 8.2, 8.3, 8.4, and 8.5; Cloudflare WAF rules remain in place' (patched); Index 'patched' (Oct 22, 2026 - 08:26 UTC (Resolved; first update Oct 21, 2026 - 19:04 UTC)): matches || SiteGround: claimed 'Mitigation only (as of October 21); disabled the affected functionalities on all supported PHP versions' (mitigation only); Index 'mitigation only' (Oct 21, 2026 (body: Last updated: 21 October 2026, 11:30 UTC)): matches || Cloudways: claimed 'Patched on both Autonomous and Flexible plans; rollout complete' (patched); Index 'patched' (Oct 22, 2026 - 10:20 UTC (completion; latest Oct 22, 2026 - 10:22 UTC; first Oct 21, 2026 - 09:16 UTC)): matches || Automattic (WordPress.com, WordPress VIP, WP Cloud, Pressable): claimed 'Sites on these platforms are already protected' (mitigation only); Index 'patched' (October 21, 2026): differs || GoDaddy: claimed 'Patched all PHP versions on Managed Hosting for WordPress, but waiting for vendor packages for Web Hosting and Windows Hosting; VPS customers must update themselves' (patched); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || CloudLinux: claimed 'First alt-php packages with the fix came out at 19:00 UTC on October 21' (unclear); Index 'patched' (Oct 22, 2026 - 19:50 UTC (latest update; Investigating Oct 20, 2026 - 21:00 UTC)): cannot tell || cPanel EasyApache 4: claimed 'Had fixed builds within minutes of the advisories being published' (patched); Index 'patched' (2026 October 21 (EasyApache 4 release 25.91)): matches || cPanel: claimed 'Released patched builds of its own PHP, from 7.4 through 8.5, on October 21' (patched); Index 'patched' (2026 October 21 (EasyApache 4 release 25.91)): matches || Pantheon: claimed 'Web hosting is patched on all clusters, for PHP 7.4 to 8.5' (patched); Index 'patched partly' (Oct 21, 2026 - 19:08 PDT (Monitoring; first Oct 21, 2026 - 07:03 PDT)): differs || InMotion Hosting: claimed 'Said its shared and WordPress servers were waiting on CloudLinux's builds (as of October 21)' (unclear); Index 'patched partly' (2026-10-22 10:24 UTC (Identified; first 2026-10-21 03:27 UTC)): cannot tell",
      "invented_facts": "Kinsta – Fully patched, including older PHP builds for versions 7.4, 8.0, 8.1, 8.2, 8.3, 8.4, and 8.5; Cloudflare WAF rules remain in place. || CloudLinux – Its first alt-php packages with the fix came out at 19:00 UTC on October 21. || cPanel's EasyApache 4 – Had fixed builds within minutes of the advisories being published. || cPanel – Released patched builds of its own PHP, from 7.4 through 8.5, on October 21. || Pantheon – Web hosting is patched on all clusters, for PHP 7.4 to 8.5.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Fixed versions are correct, WordPress update warning is correct, and host statuses are plausible though some specific claims lack GT support.",
      "ground_truth_cited": "GT-13, GT-30, GT-31, GT-72, GT-73, GT-74, GT-25, GT-27",
      "useful_sentence": "Updating WordPress or its plugins does not fix this — your host, or whoever runs your server, has to upgrade PHP and restart it.",
      "dangerous_sentence": "Kinsta – Fully patched, including older PHP builds for versions 7.4, 8.0, 8.1, 8.2, 8.3, 8.4, and 8.5; Cloudflare WAF rules remain in place.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q05-claude-2",
      "question_id": "Q05",
      "question": "Which web hosts have patched PHP2Shell?",
      "engine": "Claude",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "Cloudways: Fully Patched; Flywheel: Fully Patched; Kinsta: Fully Patched; WP Engine: Fully Patched; OVHcloud: Fully Patched; Pantheon: Fully Patched; GoDaddy: Fully Patched (managed WordPress); waiting on vendor for Web/Windows Hosting; Hostinger: Fully Patched; Bluehost / HostGator: Majority patched, rest rolling out; DreamHost: Patching In Progress / Partially Protected; Namecheap: Patching In Progress / Partially Protected; InMotion Hosting: Patching In Progress / Partially Protected; IONOS: Patching In Progress; SiteGround: Mitigation Only (Patch Pending); Pressable: Protected via server-level protection; CloudLinux: Fixed alt-php packages released at 19:00 UTC October 21",
      "hosts_vs_index": "Cloudways: claimed 'Fully Patched' (patched); Index 'patched' (Oct 22, 2026 - 10:20 UTC (completion; latest Oct 22, 2026 - 10:22 UTC; first Oct 21, 2026 - 09:16 UTC)): matches || Flywheel: claimed 'Fully Patched' (patched); Index 'patched' (October 21, 2026, Posted at 9:31 am; final update Updated on 2026-10-21 02:00 pm (RESOLVED)): matches || Kinsta: claimed 'Fully Patched' (patched); Index 'patched' (Oct 22, 2026 - 08:26 UTC (Resolved; first update Oct 21, 2026 - 19:04 UTC)): matches || WP Engine: claimed 'Fully Patched' (patched); Index 'patched' (10/21/2026 08:19:42PM CDT (CLOSED, Resolved; created 10/21/2026 08:40:00AM CDT)): matches || OVHcloud: claimed 'Fully Patched' (patched); Index 'patched partly' (Oct 22, 2026 - 14:12 UTC (latest; patch update Oct 21, 2026 - 17:53 UTC)): differs || Pantheon: claimed 'Fully Patched' (patched); Index 'patched partly' (Oct 21, 2026 - 19:08 PDT (Monitoring; first Oct 21, 2026 - 07:03 PDT)): differs || GoDaddy: claimed 'Fully Patched (managed WordPress); waiting on vendor for Web/Windows Hosting' (patched); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || Hostinger: claimed 'Fully Patched' (patched); Index 'patched' (Wednesday October 21, 2026; Updated October 22, 07:20 UTC): matches || Bluehost / HostGator: claimed 'Majority patched, rest rolling out' (patching); Index 'patching' (Posted 21st October, 2026; latest update Oct 22nd 10:00est): matches || DreamHost: claimed 'Patching In Progress / Partially Protected' (patched partly); Index 'patching' (October 22, 2026 4:24AM PDT (latest, MONITORING; first October 21, 2026 6:46AM PDT)): differs || Namecheap: claimed 'Patching In Progress / Partially Protected' (patched partly); Index 'patching' (Update @ 9:33 AM EDT | 13:33 UTC, October 22 (latest; initial post October 21, 09:31 AM America/New_York)): differs || InMotion Hosting: claimed 'Patching In Progress / Partially Protected' (patched partly); Index 'patched partly' (2026-10-22 10:24 UTC (Identified; first 2026-10-21 03:27 UTC)): matches || IONOS: claimed 'Patching In Progress' (patching); Index 'patched' (Resolved Oct 22, 2026 - 06:10 EDT (Identified Oct 21, 2026 - 11:31 EDT); newsroom article listed October 22, 2026): differs || SiteGround: claimed 'Mitigation Only (Patch Pending)' (mitigation only); Index 'mitigation only' (Oct 21, 2026 (body: Last updated: 21 October 2026, 11:30 UTC)): matches || Pressable: claimed 'Protected via server-level protection' (mitigation only); Index 'patched' (October 21, 2026 (7:00 am; published_time 2026-10-21T12:00:00+00:00)): differs || CloudLinux: claimed 'Fixed alt-php packages released at 19:00 UTC October 21' (patched); Index 'patched' (Oct 22, 2026 - 19:50 UTC (latest update; Investigating Oct 20, 2026 - 21:00 UTC)): matches",
      "invented_facts": "Hostinger: Patched builds are now deployed for every version from 5.2 to 8.5 on Web, Cloud, and cPanel hosting (VPS plans may be excluded). || OVHcloud: Web hosting is patched on all clusters, for PHP 7.4 to 8.5, with every live site on PHP 8.2 to 8.5 confirmed patched. || CloudLinux's first alt-php packages with the fix came out at 19:00 UTC on October 21. || SiteGround disabled the affected functionalities on all supported PHP versions as a mitigation, but has not yet deployed the full patched PHP build. || Pressable: Says every PHP version it offers is protected against both flaws via server-level protection.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "No material errors on fixed versions or core advice; host statuses are specific claims not fully supported by ground truth but owner is directed to check host pages directly.",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-22, GT-30, GT-31, GT-48, GT-72, GT-73, GT-74",
      "useful_sentence": "Updating WordPress, Laravel, Drupal, Craft CMS, or any plugin does not fix this — the bug is in the PHP interpreter underneath them.",
      "dangerous_sentence": "Hostinger: Patched builds are now deployed for every version from 5.2 to 8.5 on Web, Cloud, and cPanel hosting (VPS plans may be excluded).",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q05-claude-3",
      "question_id": "Q05",
      "question": "Which web hosts have patched PHP2Shell?",
      "engine": "Claude",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "not stated",
      "mitigations": "invented setting",
      "hosts_named": "WordPress.com / WordPress VIP / WP Cloud / Pressable (Automattic): already protected, worked closely with PHP Security team; WP Engine: mitigations via Cloudflare and Fastly, patches finished 01:19 UTC Thursday; Flywheel: fully patched as of October 21; Cloudways: patched on Autonomous and Flexible, all active servers updated as of October 22 10:20 UTC; Kinsta: patches rolling out for every PHP version by 23:25 UTC; Hostinger: patches completed at 06:44 UTC Thursday, all versions 5.2 to 8.5; 20i: rollout completed including older PHP versions by 20:01 UTC; GoDaddy: patched Managed WordPress; waiting on vendor for Web Hosting and Windows Hosting; VPS self-managed; Pantheon: patched; SiteGround: mitigation only, disabled affected functions, no full patched builds as of Oct 21; DreamHost: mostly patched, final server groups in testing; PHP 8.1 and older on mitigations; Bluehost / HostGator: majority of servers updated, rest still rolling out; InMotion Hosting: dedicated patched, VPS in progress, shared/reseller/WordPress waiting on CloudLinux; IONOS: installing update, expected within 24 hours; Namecheap: temporary protections on all, final patches in progress; Liquid Web / Nexcess: as of early October 21, no patches or modifications rolled out to production",
      "hosts_vs_index": "WordPress.com / WordPress VIP / WP Cloud / Pressable (Automattic): claimed 'already protected, worked closely with PHP Security team' (mitigation only); Index 'patched' (October 21, 2026): differs || WP Engine: claimed 'mitigations via Cloudflare and Fastly, patches finished 01:19 UTC Thursday' (mitigation only); Index 'patched' (10/21/2026 08:19:42PM CDT (CLOSED, Resolved; created 10/21/2026 08:40:00AM CDT)): differs || Flywheel: claimed 'fully patched as of October 21' (patched); Index 'patched' (October 21, 2026, Posted at 9:31 am; final update Updated on 2026-10-21 02:00 pm (RESOLVED)): matches || Cloudways: claimed 'patched on Autonomous and Flexible, all active servers updated as of October 22 10:20 UTC' (patched); Index 'patched' (Oct 22, 2026 - 10:20 UTC (completion; latest Oct 22, 2026 - 10:22 UTC; first Oct 21, 2026 - 09:16 UTC)): matches || Kinsta: claimed 'patches rolling out for every PHP version by 23:25 UTC' (patching); Index 'patched' (Oct 22, 2026 - 08:26 UTC (Resolved; first update Oct 21, 2026 - 19:04 UTC)): differs || Hostinger: claimed 'patches completed at 06:44 UTC Thursday, all versions 5.2 to 8.5' (patched); Index 'patched' (Wednesday October 21, 2026; Updated October 22, 07:20 UTC): matches || 20i: claimed 'rollout completed including older PHP versions by 20:01 UTC' (patched); Index 'patched' (Wednesday, 21-Oct-26 20:01:53 UTC (first update 21-Oct-26 14:24:04 UTC)): matches || GoDaddy: claimed 'patched Managed WordPress; waiting on vendor for Web Hosting and Windows Hosting; VPS self-managed' (patched); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || Pantheon: claimed 'patched' (patched); Index 'patched partly' (Oct 21, 2026 - 19:08 PDT (Monitoring; first Oct 21, 2026 - 07:03 PDT)): differs || SiteGround: claimed 'mitigation only, disabled affected functions, no full patched builds as of Oct 21' (patched); Index 'mitigation only' (Oct 21, 2026 (body: Last updated: 21 October 2026, 11:30 UTC)): differs || DreamHost: claimed 'mostly patched, final server groups in testing; PHP 8.1 and older on mitigations' (patched); Index 'patching' (October 22, 2026 4:24AM PDT (latest, MONITORING; first October 21, 2026 6:46AM PDT)): differs || Bluehost / HostGator: claimed 'majority of servers updated, rest still rolling out' (patching); Index 'patching' (Posted 21st October, 2026; latest update Oct 22nd 10:00est): matches || InMotion Hosting: claimed 'dedicated patched, VPS in progress, shared/reseller/WordPress waiting on CloudLinux' (patching); Index 'patched partly' (2026-10-22 10:24 UTC (Identified; first 2026-10-21 03:27 UTC)): differs || IONOS: claimed 'installing update, expected within 24 hours' (unclear); Index 'patched' (Resolved Oct 22, 2026 - 06:10 EDT (Identified Oct 21, 2026 - 11:31 EDT); newsroom article listed October 22, 2026): cannot tell || Namecheap: claimed 'temporary protections on all, final patches in progress' (patching); Index 'patching' (Update @ 9:33 AM EDT | 13:33 UTC, October 22 (latest; initial post October 21, 09:31 AM America/New_York)): matches || Liquid Web / Nexcess: claimed 'as of early October 21, no patches or modifications rolled out to production' (unclear); Index 'patching' (Oct 22, 2026 - 10:33 EDT (latest update; first Oct 21, 2026 - 09:24 EDT)): cannot tell",
      "invented_facts": "Hostinger patched builds are deployed for every version from 5.2 to 8.5 on Web, Cloud, and cPanel hosting (VPS excluded). || 20i completed its rollout, including backported fixes for older PHP versions, by 20:01 UTC. || CloudLinux released its first alt-php packages with the fix at 19:00 UTC on October 21. || cPanel released patched builds of its own PHP, from 7.4 through 8.5, on October 21. || As of early October 21, no patches or modifications had been rolled out to production systems [for Liquid Web / Nexcess].",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Core facts are accurate; invented host-specific details and timestamps not supported by ground truth but do not leave owner unpatched.",
      "ground_truth_cited": "GT-6, GT-13, GT-72, GT-73, GT-74, GT-25, GT-26, GT-27, GT-36, GT-37",
      "useful_sentence": "The fixed releases are PHP 8.5.12, 8.4.27, 8.3.36, and 8.2.35.",
      "dangerous_sentence": "Hostinger patched builds are deployed for every version from 5.2 to 8.5 on Web, Cloud, and cPanel hosting (VPS excluded).",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q05-perplexity-1",
      "question_id": "Q05",
      "question": "Which web hosts have patched PHP2Shell?",
      "engine": "Perplexity",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "Hostinger: patched all managed hosting servers except customer-managed VPS; OVHcloud: began rolling out PHP security patches to its hosting infrastructure; WP Engine: reported deploying the fixes across relevant infrastructure; xCloud: applied mitigations and rolled out official patched PHP builds to managed and self-managed servers; SmartHost: fully patched every supported PHP version across its servers, including CloudLinux packages; Unlimited Web Hosting: patched all PHP versions on shared/reseller cPanel servers and PHP 7.4+ on Plesk servers; Cloudflare: deployed WAF protections for customers on free and paid WAF plans",
      "hosts_vs_index": "Hostinger: claimed 'patched all managed hosting servers except customer-managed VPS' (patched); Index 'patched' (Wednesday October 21, 2026; Updated October 22, 07:20 UTC): matches || OVHcloud: claimed 'began rolling out PHP security patches to its hosting infrastructure' (patching); Index 'patched partly' (Oct 22, 2026 - 14:12 UTC (latest; patch update Oct 21, 2026 - 17:53 UTC)): differs || WP Engine: claimed 'reported deploying the fixes across relevant infrastructure' (unclear); Index 'patched' (10/21/2026 08:19:42PM CDT (CLOSED, Resolved; created 10/21/2026 08:40:00AM CDT)): cannot tell || xCloud: claimed 'applied mitigations and rolled out official patched PHP builds to managed and self-managed servers'; not in the Statement Index || SmartHost: claimed 'fully patched every supported PHP version across its servers, including CloudLinux packages'; not in the Statement Index || Unlimited Web Hosting: claimed 'patched all PHP versions on shared/reseller cPanel servers and PHP 7.4+ on Plesk servers'; not in the Statement Index || Cloudflare: claimed 'deployed WAF protections for customers on free and paid WAF plans' (mitigation only); Index 'mitigation only' (October 21, 2026): matches",
      "invented_facts": "xCloud — applied mitigations and rolled out official patched PHP builds to managed and self-managed servers. || SmartHost — fully patched every supported PHP version across its servers, including CloudLinux packages. || Unlimited Web Hosting — patched all PHP versions on shared/reseller cPanel servers and PHP 7.4+ on Plesk servers.",
      "overall": "Incomplete",
      "misled": "yes",
      "reason_one_line": "Answer names no fixed PHP versions, omits that updating PHP is the only complete fix, and lists hosts not verified by ground truth.",
      "ground_truth_cited": "GT-13, GT-18, GT-25, GT-36, GT-72, GT-73, GT-74",
      "useful_sentence": "Cloudflare also deployed WAF protections for customers on its free and paid WAF plans, though this protects traffic at the edge and does not replace patching the underlying PHP installation.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q05-perplexity-2",
      "question_id": "Q05",
      "question": "Which web hosts have patched PHP2Shell?",
      "engine": "Perplexity",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "Hostinger: patched all managed hosting servers except customer-managed VPS; OVHcloud: began rolling out PHP patches across its hosting services; WP Engine: reported deploying fixes across relevant infrastructure; xCloud: applied mitigations before the official fix and deployed patched PHP builds; SmartHost: reported fully patching every supported PHP version on all servers; Unlimited Web Hosting: patched all PHP versions on shared/reseller cPanel servers and PHP 7.4+ on Plesk servers; Cloudflare: deployed WAF protections for customers on plans with its WAF",
      "hosts_vs_index": "Hostinger: claimed 'patched all managed hosting servers except customer-managed VPS' (patched); Index 'patched' (Wednesday October 21, 2026; Updated October 22, 07:20 UTC): matches || OVHcloud: claimed 'began rolling out PHP patches across its hosting services' (patching); Index 'patched partly' (Oct 22, 2026 - 14:12 UTC (latest; patch update Oct 21, 2026 - 17:53 UTC)): differs || WP Engine: claimed 'reported deploying fixes across relevant infrastructure' (unclear); Index 'patched' (10/21/2026 08:19:42PM CDT (CLOSED, Resolved; created 10/21/2026 08:40:00AM CDT)): cannot tell || xCloud: claimed 'applied mitigations before the official fix and deployed patched PHP builds'; not in the Statement Index || SmartHost: claimed 'reported fully patching every supported PHP version on all servers'; not in the Statement Index || Unlimited Web Hosting: claimed 'patched all PHP versions on shared/reseller cPanel servers and PHP 7.4+ on Plesk servers'; not in the Statement Index || Cloudflare: claimed 'deployed WAF protections for customers on plans with its WAF' (mitigation only); Index 'mitigation only' (October 21, 2026): matches",
      "invented_facts": "xCloud — applied mitigations before the official fix and deployed patched PHP builds to managed and self-managed servers. || SmartHost — reported fully patching every supported PHP version on all servers, including CloudLinux packages. || Unlimited Web Hosting — patched all PHP versions on shared/reseller cPanel servers and PHP 7.4+ on Plesk servers.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Fixed versions are correctly named and Cloudflare is correctly described as a WAF layer, not a fix; no material errors that would leave owner unpatched.",
      "ground_truth_cited": "GT-13, GT-36, GT-72, GT-73",
      "useful_sentence": "The upstream fixed versions are PHP 8.2.35, 8.3.36, 8.4.27, and 8.5.12.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q05-perplexity-3",
      "question_id": "Q05",
      "question": "Which web hosts have patched PHP2Shell?",
      "engine": "Perplexity",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "Hostinger: patched all hosting servers except customer-managed VPS instances; OVHcloud: began rolling out PHP patches to its hosting services; WP Engine: reported deploying fixes across relevant infrastructure; xCloud: applied mitigations and rolled out official patched PHP builds across managed and self-managed servers; SmartHost: fully patched all supported PHP versions on its servers; Unlimited Web Hosting: patched all PHP versions on shared/reseller cPanel servers, including PHP 5.6; Plesk servers running PHP 7.4+ were patched; CloudLinux-based hosts: CloudLinux released patched packages covering EA-PHP 5.2–8.5 and all Alt-PHP versions, but each host still needed to install them; Cloudflare: deployed WAF protections for customers, mitigation rather than a replacement for patching",
      "hosts_vs_index": "Hostinger: claimed 'patched all hosting servers except customer-managed VPS instances' (patched); Index 'patched' (Wednesday October 21, 2026; Updated October 22, 07:20 UTC): matches || OVHcloud: claimed 'began rolling out PHP patches to its hosting services' (patching); Index 'patched partly' (Oct 22, 2026 - 14:12 UTC (latest; patch update Oct 21, 2026 - 17:53 UTC)): differs || WP Engine: claimed 'reported deploying fixes across relevant infrastructure' (unclear); Index 'patched' (10/21/2026 08:19:42PM CDT (CLOSED, Resolved; created 10/21/2026 08:40:00AM CDT)): cannot tell || xCloud: claimed 'applied mitigations and rolled out official patched PHP builds across managed and self-managed servers'; not in the Statement Index || SmartHost: claimed 'fully patched all supported PHP versions on its servers'; not in the Statement Index || Unlimited Web Hosting: claimed 'patched all PHP versions on shared/reseller cPanel servers, including PHP 5.6; Plesk servers running PHP 7.4+ were patched'; not in the Statement Index || CloudLinux-based hosts: claimed 'CloudLinux released patched packages covering EA-PHP 5.2–8.5 and all Alt-PHP versions, but each host still needed to install them' (patched); Index 'patched' (Oct 22, 2026 - 19:50 UTC (latest update; Investigating Oct 20, 2026 - 21:00 UTC)): matches || Cloudflare: claimed 'deployed WAF protections for customers, mitigation rather than a replacement for patching' (patching); Index 'mitigation only' (October 21, 2026): differs",
      "invented_facts": "CloudLinux released patched packages covering EA-PHP 5.2–8.5 and all Alt-PHP versions || SmartHost — fully patched all supported PHP versions on its servers || xCloud — applied mitigations and rolled out official patched PHP builds across managed and self-managed servers || Unlimited Web Hosting — patched all PHP versions on shared/reseller cPanel servers, including PHP 5.6",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Correct fixed versions named and Cloudflare correctly described as mitigation only; host list includes unverified hosts but no dangerous misinformation.",
      "ground_truth_cited": "GT-13, GT-36, GT-37, GT-72, GT-73",
      "useful_sentence": "VPS, dedicated-server, and self-managed customers should verify their own PHP version and update to PHP 8.2.35, 8.3.36, 8.4.27, or 8.5.12, as applicable.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q05-google-ai-overviews-1",
      "question_id": "Q05",
      "question": "Which web hosts have patched PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "WP Engine: Applied network and server-level mitigations and notified customers that patches were in place; SiteGround: Deployed interim server-level mitigations and updated PHP to official patched releases; GoDaddy: Managed WordPress environments patched; shared and Windows hosting awaiting vendor PHP packages with temporary mitigations; cPanel & CloudLinux (EasyApache 4): Released updated PHP RPM packages across supported branches (ea-php74 through ea-php85)",
      "hosts_vs_index": "WP Engine: claimed 'Applied network and server-level mitigations and notified customers that patches were in place' (mitigation only); Index 'patched' (10/21/2026 08:19:42PM CDT (CLOSED, Resolved; created 10/21/2026 08:40:00AM CDT)): differs || SiteGround: claimed 'Deployed interim server-level mitigations and updated PHP to official patched releases' (patched); Index 'mitigation only' (Oct 21, 2026 (body: Last updated: 21 October 2026, 11:30 UTC)): differs || GoDaddy: claimed 'Managed WordPress environments patched; shared and Windows hosting awaiting vendor PHP packages with temporary mitigations' (patched); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || cPanel & CloudLinux (EasyApache 4): claimed 'Released updated PHP RPM packages across supported branches (ea-php74 through ea-php85)' (patched); Index 'patched' (2026 October 21 (EasyApache 4 release 25.91)): matches",
      "invented_facts": "cPanel & CloudLinux (EasyApache 4): Released updated PHP RPM packages across supported branches (ea-php74 through ea-php85) for server administrators and hosting providers utilizing their stacks. || Deployed interim server-level mitigations following initial alerts and updated PHP to the official patched releases (such as PHP 8.2.35) on October 21, 2026.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Answer names a correct fixed version and gives partial host status without major errors, but omits most patched hosts and key details.",
      "ground_truth_cited": "GT-13, GT-72, GT-73, GT-74, GT-21",
      "useful_sentence": "Managed hosting platforms like WP Engine and SiteGround have rolled out patches and server-level mitigations for the PHP2Shell vulnerabilities (CVE-2026-109618 and CVE-2026-109619), while other providers and shared hosting setups remain in varying stages of vendor package updates.",
      "dangerous_sentence": "cPanel & CloudLinux (EasyApache 4): Released updated PHP RPM packages across supported branches (ea-php74 through ea-php85) for server administrators and hosting providers utilizing their stacks.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q05-google-ai-overviews-2",
      "question_id": "Q05",
      "question": "Which web hosts have patched PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "none",
      "hosts_named": "DreamHost: Confirmed patches deployed for managed and shared hosting; Flywheel: Reported patching and rolling out updates across hosted WordPress environments; Liquid Web: Reported completing/deploying fixes for affected customer environments; Laravel Cloud: Temporarily halted cloud deployments to rebuild and refresh infrastructure on patched images; Nexcess: Experienced slower rollout timelines and lagged behind other major hosts in providing clear status updates; Cloudflare: Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed; AWS: Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed; Google Cloud: Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed; Microsoft Azure: Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed; Fastly: Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed; Akamai: Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed; Vercel: Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed",
      "hosts_vs_index": "DreamHost: claimed 'Confirmed patches deployed for managed and shared hosting' (patched); Index 'patching' (October 22, 2026 4:24AM PDT (latest, MONITORING; first October 21, 2026 6:46AM PDT)): differs || Flywheel: claimed 'Reported patching and rolling out updates across hosted WordPress environments' (patching); Index 'patched' (October 21, 2026, Posted at 9:31 am; final update Updated on 2026-10-21 02:00 pm (RESOLVED)): differs || Liquid Web: claimed 'Reported completing/deploying fixes for affected customer environments' (unclear); Index 'patching' (Oct 22, 2026 - 10:33 EDT (latest update; first Oct 21, 2026 - 09:24 EDT)): cannot tell || Laravel Cloud: claimed 'Temporarily halted cloud deployments to rebuild and refresh infrastructure on patched images' (patched); Index 'patched' (Oct 21, 2026; Updated 10/22 - 13:25 UTC): matches || Nexcess: claimed 'Experienced slower rollout timelines and lagged behind other major hosts in providing clear status updates' (unclear); Index 'patching' (Oct 21, 2026 - 22:09 EDT (latest; first Oct 21, 2026 - 09:27 EDT)): cannot tell || Cloudflare: claimed 'Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed' (mitigation only); Index 'mitigation only' (October 21, 2026): matches || AWS: claimed 'Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed' (mitigation only); Index 'patched partly' (Publication Date: 10/21/2026 14:30 PM PDT; Last Updated Date: 10/22/2026 14:00 PM PDT): differs || Google Cloud: claimed 'Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed' (mitigation only); Index 'patched partly' (October 21, 2026 (bulletin GCP-2026-070 published 2026-10-21)): differs || Microsoft Azure: claimed 'Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed' (mitigation only); Index 'patched partly' (October 21, 2026): differs || Fastly: claimed 'Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed' (mitigation only); Index 'mitigation only' (October 21, 2026): matches || Akamai: claimed 'Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed' (mitigation only); Index 'customer must update' (Oct 22, 2026 - 18:19 UTC (latest update; Investigating Oct 21, 2026 - 14:44 UTC)): differs || Vercel: claimed 'Coordinated mitigations, out-of-the-box WAF protections, or platform updates deployed' (mitigation only); Index 'mitigation only' (undated (fetched 2026-10-23T00:38Z)): matches",
      "invented_facts": "Laravel Cloud: Temporarily halted cloud deployments to rebuild and refresh infrastructure on patched images. || Nexcess: Experienced slower rollout timelines and lagged behind other major hosts in providing clear status updates. || Coordinated mitigations, out-of-the-box WAF protections, or platform updates were deployed in collaboration with Wiz Research and PHP maintainers by major cloud providers and CDNs, including Fastly, Akamai. || Liquid Web: Reported completing/deploying fixes for affected customer environments.",
      "overall": "Incomplete",
      "misled": "yes",
      "reason_one_line": "Several host statuses (Laravel Cloud, Nexcess, Liquid Web, Akamai) are not supported by ground truth and may be invented, misleading owners about actual patch status.",
      "ground_truth_cited": "GT-72, GT-73, GT-74, GT-13, GT-36, GT-38",
      "useful_sentence": "Note: Shared hosts and custom VPS providers handle version updates differently—some upgrade the PHP runtime version directly (e.g., to 8.5.12, 8.4.27, 8.3.36, or 8.2.35), while others apply backported security patches to older builds without altering the visible version string.",
      "dangerous_sentence": "Nexcess: Experienced slower rollout timelines and lagged behind other major hosts in providing clear status updates.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q05-google-ai-overviews-3",
      "question_id": "Q05",
      "question": "Which web hosts have patched PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "WordPress.com: already protected and patched; WordPress VIP: already protected and patched; WP Cloud: already protected and patched; Pressable: already protected and patched; GoDaddy Managed WordPress: patched; GoDaddy Web Hosting and Windows Hosting: waiting on vendor-supplied PHP package updates with temporary mitigations active; GoDaddy VPS: customers must update PHP manually; DigitalOcean: One-click images temporarily suspended until patched, traffic restrictions possible for compromised instances",
      "hosts_vs_index": "WordPress.com: claimed 'already protected and patched' (patched); Index 'patched' (October 21, 2026): matches || WordPress VIP: claimed 'already protected and patched' (patched); Index 'patched' (October 21, 2026): matches || WP Cloud: claimed 'already protected and patched' (patched); Index 'patched' (Oct 21, 2026): matches || Pressable: claimed 'already protected and patched' (patched); Index 'patched' (October 21, 2026 (7:00 am; published_time 2026-10-21T12:00:00+00:00)): matches || GoDaddy Managed WordPress: claimed 'patched' (patched); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || GoDaddy Web Hosting and Windows Hosting: claimed 'waiting on vendor-supplied PHP package updates with temporary mitigations active' (mitigation only); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || GoDaddy VPS: claimed 'customers must update PHP manually' (unclear); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): cannot tell || DigitalOcean: claimed 'One-click images temporarily suspended until patched, traffic restrictions possible for compromised instances' (patched); Index 'patched partly' (Updated: October 21, 2026): differs",
      "invented_facts": "DigitalOcean: One-click WordPress, LAMP, LEMP, and Laravel images have been temporarily suspended until patched, with traffic restrictions possible for compromised instances.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer names correct fixed versions and plausible host statuses but is very incomplete, covering only three hosts with limited detail.",
      "ground_truth_cited": "GT-13, GT-72, GT-73",
      "useful_sentence": "If you are using a specific hosting provider or control panel (such as cPanel, Plesk, or a custom VPS), share its name to see if official patched PHP packages (8.5.12, 8.4.27, 8.3.36, or 8.2.35) are available yet.",
      "dangerous_sentence": "DigitalOcean: One-click WordPress, LAMP, LEMP, and Laravel images have been temporarily suspended until patched, with traffic restrictions possible for compromised instances.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q05-google-ai-mode-1",
      "question_id": "Q05",
      "question": "Which web hosts have patched PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "GoDaddy Managed WordPress: expedited patches across managed stacks; DigitalOcean: self-managed, requires manual update; AWS: self-managed, requires manual update; CloudLinux: released emergency updated packages",
      "hosts_vs_index": "GoDaddy Managed WordPress: claimed 'expedited patches across managed stacks' (unclear); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): cannot tell || DigitalOcean: claimed 'self-managed, requires manual update' (unclear); Index 'patched partly' (Updated: October 21, 2026): cannot tell || AWS: claimed 'self-managed, requires manual update' (unclear); Index 'patched partly' (Publication Date: 10/21/2026 14:30 PM PDT; Last Updated Date: 10/22/2026 14:00 PM PDT): cannot tell || CloudLinux: claimed 'released emergency updated packages' (patched); Index 'patched' (Oct 22, 2026 - 19:50 UTC (latest update; Investigating Oct 20, 2026 - 21:00 UTC)): matches",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Answer is accurate but gives very little specific host patch status information, which is what the question asks.",
      "ground_truth_cited": "GT-13, GT-30, GT-31, GT-72, GT-73",
      "useful_sentence": "Because PHP2Shell exists in the core language engine rather than individual website code or plugins, remediation depends heavily on your hosting environment type.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q05-google-ai-mode-2",
      "question_id": "Q05",
      "question": "Which web hosts have patched PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "invented setting",
      "hosts_named": "GoDaddy Managed WordPress: rushed out environment updates or integrated temporary WAF mitigations; DigitalOcean: communicated active platform alerts, temporarily restricting or suspending unpatched automated stack images",
      "hosts_vs_index": "GoDaddy Managed WordPress: claimed 'rushed out environment updates or integrated temporary WAF mitigations' (mitigation only); Index 'patched partly' (2026-10-20T21:38:56 (page metadata); timeline updates to October 22, 2026, 01:20 UTC): differs || DigitalOcean: claimed 'communicated active platform alerts, temporarily restricting or suspending unpatched automated stack images' (patched); Index 'patched partly' (Updated: October 21, 2026): differs",
      "invented_facts": "DigitalOcean have communicated active platform alerts—in some cases temporarily restricting or suspending unpatched automated stack images (like one-click LAMP/LEMP/WordPress droplets) until administrators or automated mechanisms apply the core updates. || Many standard shared hosting environments and traditional cPanel configurations are still in the process of rolling out upstream package updates from their OS vendors",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer names correct fixed versions and gives broadly accurate host-tier guidance, though it lacks specifics on which hosts have confirmed patching.",
      "ground_truth_cited": "GT-13, GT-72, GT-73, GT-74, GT-36",
      "useful_sentence": "VPS and dedicated server customers are generally responsible for updating their own PHP binaries directly to the fixed versions (8.2.35, 8.3.36, 8.4.27, 8.5.12 or later).",
      "dangerous_sentence": "DigitalOcean have communicated active platform alerts—in some cases temporarily restricting or suspending unpatched automated stack images (like one-click LAMP/LEMP/WordPress droplets) until administrators or automated mechanisms apply the core updates.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q05-google-ai-mode-3",
      "question_id": "Q05",
      "question": "Which web hosts have patched PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "invented setting",
      "hosts_named": "Hostinger: deployed official PHP security fixes across all managed hosting servers; Cloudflare: deployed global WAF mitigations and edge protections; Bluehost: actively rolling out updated PHP runtime versions or applying server-level filtering; SiteGround: actively rolling out updated PHP runtime versions or applying server-level filtering; AWS: actively rolling out updated PHP runtime versions or applying server-level filtering; DigitalOcean: actively rolling out updated PHP runtime versions or applying server-level filtering",
      "hosts_vs_index": "Hostinger: claimed 'deployed official PHP security fixes across all managed hosting servers' (patched); Index 'patched' (Wednesday October 21, 2026; Updated October 22, 07:20 UTC): matches || Cloudflare: claimed 'deployed global WAF mitigations and edge protections' (mitigation only); Index 'mitigation only' (October 21, 2026): matches || Bluehost: claimed 'actively rolling out updated PHP runtime versions or applying server-level filtering' (patching); Index 'patching' (Posted 21st October, 2026; latest update Oct 22nd 10:00est): matches || SiteGround: claimed 'actively rolling out updated PHP runtime versions or applying server-level filtering' (patching); Index 'mitigation only' (Oct 21, 2026 (body: Last updated: 21 October 2026, 11:30 UTC)): differs || AWS: claimed 'actively rolling out updated PHP runtime versions or applying server-level filtering' (patching); Index 'patched partly' (Publication Date: 10/21/2026 14:30 PM PDT; Last Updated Date: 10/22/2026 14:00 PM PDT): differs || DigitalOcean: claimed 'actively rolling out updated PHP runtime versions or applying server-level filtering' (patching); Index 'patched partly' (Updated: October 21, 2026): differs",
      "invented_facts": "Hostinger: Has deployed the official PHP security fixes across all of its managed hosting servers (excluding unmanaged VPS instances, which require manual user updates). || Most shared and managed WordPress hosts are actively rolling out the updated PHP runtime versions or applying server-level filtering.",
      "overall": "Incomplete",
      "misled": "yes",
      "reason_one_line": "Cloudflare WAF is presented alongside patching as equivalent protection, implying it makes sites safe, which contradicts GT-37 that WAF is a stopgap only.",
      "ground_truth_cited": "GT-13, GT-36, GT-37, GT-72, GT-73",
      "useful_sentence": "Confirm if your provider has updated to the patched PHP releases (PHP 8.5.12, 8.4.27, 8.3.36, 8.2.35 or higher).",
      "dangerous_sentence": "Cloudflare: Has deployed global Web Application Firewall (WAF) mitigations and edge protections across its network to block exploit attempts targeting the unauthenticated remote code execution flaws.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q06-chatgpt-1",
      "question_id": "Q06",
      "question": "Is my WordPress site safe from PHP2Shell?",
      "engine": "ChatGPT",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "Cloudflare: has deployed PHP2Shell protections but still instructs customers to update PHP",
      "hosts_vs_index": "Cloudflare: claimed 'has deployed PHP2Shell protections but still instructs customers to update PHP' (mitigation only); Index 'mitigation only' (October 21, 2026): matches",
      "invented_facts": "WordPress sites were among the researchers' demonstrated targets.",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-13, GT-20, GT-25, GT-27, GT-28, GT-29, GT-30, GT-31, GT-36, GT-37",
      "useful_sentence": "Updating WordPress or its plugins alone does not fix PHP2Shell—it affects PHP itself.",
      "dangerous_sentence": "WordPress sites were among the researchers' demonstrated targets.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q06-chatgpt-2",
      "question_id": "Q06",
      "question": "Is my WordPress site safe from PHP2Shell?",
      "engine": "ChatGPT",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "WordPress.com: already protected; WordPress VIP: already protected; WP Cloud: already protected; Pressable: already protected",
      "hosts_vs_index": "WordPress.com: claimed 'already protected' (mitigation only); Index 'patched' (October 21, 2026): differs || WordPress VIP: claimed 'already protected' (mitigation only); Index 'patched' (October 21, 2026): differs || WP Cloud: claimed 'already protected' (mitigation only); Index 'patched' (Oct 21, 2026): differs || Pressable: claimed 'already protected' (mitigation only); Index 'patched' (October 21, 2026 (7:00 am; published_time 2026-10-21T12:00:00+00:00)): differs",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-13, GT-18, GT-25, GT-29, GT-30, GT-31, GT-72",
      "useful_sentence": "Updating WordPress alone does **not** protect against PHP2Shell: these vulnerabilities affect PHP itself, underneath WordPress.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q06-chatgpt-3",
      "question_id": "Q06",
      "question": "Is my WordPress site safe from PHP2Shell?",
      "engine": "ChatGPT",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "WordPress.com: already protected; WordPress VIP: already protected; WP Cloud: already protected; Pressable: already protected",
      "hosts_vs_index": "WordPress.com: claimed 'already protected' (mitigation only); Index 'patched' (October 21, 2026): differs || WordPress VIP: claimed 'already protected' (mitigation only); Index 'patched' (October 21, 2026): differs || WP Cloud: claimed 'already protected' (mitigation only); Index 'patched' (Oct 21, 2026): differs || Pressable: claimed 'already protected' (mitigation only); Index 'patched' (October 21, 2026 (7:00 am; published_time 2026-10-21T12:00:00+00:00)): differs",
      "invented_facts": "",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-25, GT-27, GT-28, GT-29, GT-30, GT-31, GT-72",
      "useful_sentence": "Being up to date on WordPress alone does not protect you: PHP2Shell affects PHP itself, the software running WordPress.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q06-claude-1",
      "question_id": "Q06",
      "question": "Is my WordPress site safe from PHP2Shell?",
      "engine": "Claude",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "correct",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "According to WordPress.org statistics on October 22, 35.8% of WordPress sites run PHP 8.1 or older || Security researchers combined these vulnerabilities into a single exploit script, php2shell, and demonstrated that it could execute code remotely without authentication on deployments of WordPress, Drupal, and Joomla using their latest container images at the time of testing.",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "The answer correctly identifies the fix, exploitation status, and that updating WordPress does not help; no material errors that would leave the owner unpatched.",
      "ground_truth_cited": "GT-2, GT-3, GT-6, GT-13, GT-20, GT-21, GT-25, GT-29, GT-30, GT-31, GT-34, GT-35, GT-39, GT-40, GT-41, GT-42, GT-44, GT-48",
      "useful_sentence": "Your WordPress site is safe only if your host has updated the server's PHP to one of the patched versions above (8.2.35 / 8.3.36 / 8.4.27 / 8.5.12).",
      "dangerous_sentence": "According to WordPress.org statistics on October 22, 35.8% of WordPress sites run PHP 8.1 or older, with no official patched release available for those versions.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q06-claude-2",
      "question_id": "Q06",
      "question": "Is my WordPress site safe from PHP2Shell?",
      "engine": "Claude",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "correct",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "According to WordPress.org statistics on October 22, 35.8% of WordPress sites run PHP 8.1 or older",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "All key facts are accurate: correct fixed versions, correct severity, correct exploitation status, correct advice that WordPress/plugin updates do not fix this.",
      "ground_truth_cited": "GT-6, GT-13, GT-18, GT-20, GT-25, GT-29, GT-30, GT-31, GT-39, GT-40, GT-41, GT-44, GT-48",
      "useful_sentence": "Updating WordPress or your plugins won't fix it. Your host has to update PHP, and you should check that they did.",
      "dangerous_sentence": "According to WordPress.org statistics on October 22, 35.8% of WordPress sites run PHP 8.1 or older",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q06-claude-3",
      "question_id": "Q06",
      "question": "Is my WordPress site safe from PHP2Shell?",
      "engine": "Claude",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "correct",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "India's CERT-In advisory, issued the same day, says multiple reports confirm large-scale exploitation in the wild and advises patching urgently. || According to WordPress.org statistics on October 22, 35.8% of WordPress sites run PHP 8.1 or older, with no official patched release available for those versions.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Core advice is accurate; owner is correctly told to update PHP and not rely on WordPress updates.",
      "ground_truth_cited": "GT-1, GT-2, GT-6, GT-13, GT-20, GT-25, GT-30, GT-31, GT-39, GT-40, GT-41, GT-44, GT-48",
      "useful_sentence": "Your WordPress site is NOT safe unless your server is running one of the patched PHP versions (8.2.35, 8.3.36, 8.4.27, or 8.5.12). This is a PHP-level vulnerability, so no WordPress plugin or update will protect you — only a PHP upgrade by your host will.",
      "dangerous_sentence": "India's CERT-In advisory, issued the same day, says multiple reports confirm large-scale exploitation in the wild and advises patching urgently.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q06-perplexity-1",
      "question_id": "Q06",
      "question": "Is my WordPress site safe from PHP2Shell?",
      "engine": "Perplexity",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "WordPress.com: already protected; WordPress VIP: already protected; WP Cloud: already protected; Pressable: already protected; Tumblr: already protected",
      "hosts_vs_index": "WordPress.com: claimed 'already protected' (mitigation only); Index 'patched' (October 21, 2026): differs || WordPress VIP: claimed 'already protected' (mitigation only); Index 'patched' (October 21, 2026): differs || WP Cloud: claimed 'already protected' (mitigation only); Index 'patched' (Oct 21, 2026): differs || Pressable: claimed 'already protected' (mitigation only); Index 'patched' (October 21, 2026 (7:00 am; published_time 2026-10-21T12:00:00+00:00)): differs || Tumblr: claimed 'already protected'; not in the Statement Index",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Answer is accurate and actionable; omits EOL branch status and exploitation context but gives no wrong information.",
      "ground_truth_cited": "GT-13, GT-21, GT-30, GT-31, GT-29, GT-25, GT-36, GT-72",
      "useful_sentence": "Updating WordPress, plugins, themes, or security software does **not** fix PHP2Shell because the vulnerability is in PHP itself and can be triggered before WordPress loads.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q06-perplexity-2",
      "question_id": "Q06",
      "question": "Is my WordPress site safe from PHP2Shell?",
      "engine": "Perplexity",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "WordPress.com: already been protected; WordPress VIP: already been protected; WP Cloud: already been protected; Pressable: already been protected; Tumblr: already been protected",
      "hosts_vs_index": "WordPress.com: claimed 'already been protected' (mitigation only); Index 'patched' (October 21, 2026): differs || WordPress VIP: claimed 'already been protected' (mitigation only); Index 'patched' (October 21, 2026): differs || WP Cloud: claimed 'already been protected' (mitigation only); Index 'patched' (Oct 21, 2026): differs || Pressable: claimed 'already been protected' (mitigation only); Index 'patched' (October 21, 2026 (7:00 am; published_time 2026-10-21T12:00:00+00:00)): differs || Tumblr: claimed 'already been protected'; not in the Statement Index",
      "invented_facts": "If your site is hosted on WordPress.com, WordPress VIP, WP Cloud, Pressable, or Tumblr, the provider says it has already been protected.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Answer correctly identifies the fix is at PHP runtime level and names correct fixed versions; omissions (severity, exploitation, EOL branches) do not mislead.",
      "ground_truth_cited": "GT-13, GT-29, GT-30, GT-31, GT-36, GT-72",
      "useful_sentence": "Your WordPress site is safe from PHP2Shell only if its server runs a patched PHP version—updating WordPress, themes, or plugins alone does not fix the vulnerability.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q06-perplexity-3",
      "question_id": "Q06",
      "question": "Is my WordPress site safe from PHP2Shell?",
      "engine": "Perplexity",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, PHP 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "WordPress.com: already protected; WordPress VIP: already protected; WP Cloud: already protected; Pressable: already protected; Tumblr: already protected",
      "hosts_vs_index": "WordPress.com: claimed 'already protected' (mitigation only); Index 'patched' (October 21, 2026): differs || WordPress VIP: claimed 'already protected' (mitigation only); Index 'patched' (October 21, 2026): differs || WP Cloud: claimed 'already protected' (mitigation only); Index 'patched' (Oct 21, 2026): differs || Pressable: claimed 'already protected' (mitigation only); Index 'patched' (October 21, 2026 (7:00 am; published_time 2026-10-21T12:00:00+00:00)): differs || Tumblr: claimed 'already protected'; not in the Statement Index",
      "invented_facts": "If your site is hosted on WordPress.com, WordPress VIP, WP Cloud, Pressable, or Tumblr, the provider says it is already protected.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly names fixed versions and states WordPress/plugin updates do not fix PHP2Shell; it is incomplete but not misleading.",
      "ground_truth_cited": "GT-13, GT-29, GT-30, GT-31, GT-72",
      "useful_sentence": "Updating WordPress, plugins, themes, or security plugins alone does not fix PHP2Shell; the PHP runtime must be updated by your hosting provider.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q06-google-ai-overviews-1",
      "question_id": "Q06",
      "question": "Is my WordPress site safe from PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, PHP 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "WordPress.com: may have already patched the environment; Automattic-managed platforms: may have already patched the environment",
      "hosts_vs_index": "WordPress.com: claimed 'may have already patched the environment' (patched); Index 'patched' (October 21, 2026): matches || Automattic-managed platforms: claimed 'may have already patched the environment' (patched); Index 'patched' (October 21, 2026): matches",
      "invented_facts": "standard WordPress security plugins (like Wordfence or Sucuri) cannot block the exploit because the vulnerability sits inside PHP itself before WordPress even loads.",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-13, GT-20, GT-25, GT-27, GT-29, GT-30, GT-31, GT-36",
      "useful_sentence": "Your server must be running at least PHP 8.5.12 (or newer), PHP 8.4.27 (or newer), PHP 8.3.36 (or newer), PHP 8.2.35 (or newer).",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q06-google-ai-overviews-2",
      "question_id": "Q06",
      "question": "Is my WordPress site safe from PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "WordPress.com: may have already patched the environment at the server level",
      "hosts_vs_index": "WordPress.com: claimed 'may have already patched the environment at the server level' (patched); Index 'patched' (October 21, 2026): matches",
      "invented_facts": "Security plugins and firewalls that run inside WordPress start after PHP processes the request, meaning they cannot block this unauthenticated remote code execution (RCE) attack.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly identifies the fix and that WordPress updates are insufficient; no material errors that would leave the owner unpatched.",
      "ground_truth_cited": "GT-13, GT-20, GT-25, GT-30, GT-31, GT-29",
      "useful_sentence": "You need to update your server to one of the officially patched PHP versions: PHP 8.5.12, 8.4.27, 8.3.36, or 8.2.35 (or newer).",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q06-google-ai-overviews-3",
      "question_id": "Q06",
      "question": "Is my WordPress site safe from PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "WordPress.com: patches PHP at the infrastructure level; WP Cloud: patches PHP at the infrastructure level; Pressable: patches PHP at the infrastructure level; AWS: self-managed, user responsible for updates; DigitalOcean: self-managed, user responsible for updates",
      "hosts_vs_index": "WordPress.com: claimed 'patches PHP at the infrastructure level' (unclear); Index 'patched' (October 21, 2026): cannot tell || WP Cloud: claimed 'patches PHP at the infrastructure level' (unclear); Index 'patched' (Oct 21, 2026): cannot tell || Pressable: claimed 'patches PHP at the infrastructure level' (unclear); Index 'patched' (October 21, 2026 (7:00 am; published_time 2026-10-21T12:00:00+00:00)): cannot tell || AWS: claimed 'self-managed, user responsible for updates' (unclear); Index 'patched partly' (Publication Date: 10/21/2026 14:30 PM PDT; Last Updated Date: 10/22/2026 14:00 PM PDT): cannot tell || DigitalOcean: claimed 'self-managed, user responsible for updates' (unclear); Index 'patched partly' (Updated: October 21, 2026): cannot tell",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly directs users to update PHP at the server level but names no specific fixed versions, leaving users without actionable patch targets.",
      "ground_truth_cited": "GT-30, GT-31, GT-13, GT-25",
      "useful_sentence": "Updating WordPress or plugins is not enough: You must update the actual PHP version running on your web server.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q06-google-ai-mode-1",
      "question_id": "Q06",
      "question": "Is my WordPress site safe from PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "wrong",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "not stated",
      "mitigations": "invented setting",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "If you are running an end-of-life version like 8.1 or older, it will not receive an official security patch—you must upgrade your PHP version immediately. || standard WordPress security plugins or a Web Application Firewall (WAF) alone cannot completely block this exploit chain",
      "overall": "Incomplete",
      "misled": "yes",
      "reason_one_line": "Tells users PHP 8.1 and older get no patch at all, ignoring PHP team source backports and distribution vendor fixes; names no fixed versions.",
      "ground_truth_cited": "GT-6, GT-13, GT-20, GT-21, GT-25, GT-29, GT-30, GT-31",
      "useful_sentence": "Your WordPress site is only safe if the underlying PHP environment running on your web server has been updated with the emergency security patches released by the PHP team.",
      "dangerous_sentence": "If you are running an end-of-life version like 8.1 or older, it will not receive an official security patch—you must upgrade your PHP version immediately.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q06-google-ai-mode-2",
      "question_id": "Q06",
      "question": "Is my WordPress site safe from PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "Unauthenticated attackers can leverage these critical remote code execution (RCE) and memory disclosure flaws on unsupported or unpatched PHP configurations.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly identifies the fix is at the PHP runtime level and names correct fixed versions, so a site owner would not be left unpatched.",
      "ground_truth_cited": "GT-2, GT-13, GT-20, GT-22, GT-25, GT-29, GT-30, GT-31, GT-61",
      "useful_sentence": "Your site is safe only if your hosting provider has already updated your server environment to PHP 8.2.35, 8.3.36, 8.4.27, 8.5.12, or higher.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q06-google-ai-mode-3",
      "question_id": "Q06",
      "question": "Is my WordPress site safe from PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "wrong",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "If your host is still running PHP 8.1 or older, no official patches will be released by the PHP team because those versions are end-of-life.",
      "overall": "Wrong",
      "misled": "yes",
      "reason_one_line": "Answer says PHP 8.1 and older get no patches at all, ignoring PHP team source backports for 7.4, 8.0, 8.1 and distribution vendor packages (GT-20, GT-21).",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-25, GT-30, GT-31, GT-41, GT-44",
      "useful_sentence": "Your WordPress site is only safe if your server's underlying PHP installation has been updated to the newly released security patch versions (PHP 8.2.35, 8.3.36, 8.4.27, 8.5.12, or later).",
      "dangerous_sentence": "If your host is still running PHP 8.1 or older, no official patches will be released by the PHP team because those versions are end-of-life.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q07-chatgpt-1",
      "question_id": "Q07",
      "question": "How do I check if my server was compromised by PHP2Shell?",
      "engine": "ChatGPT",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "Prioritize logs around October 20, 2026 onward, when disclosure began — GT-39 shows exploitation attempts were seen as early as October 17, 2026, four days before disclosure. || some exploitation paths can leak PHP process memory without leaving a web shell — GT does not support this specific characterization of the attack paths.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer is accurate and actionable for compromise checking; it correctly names fixed versions and mentions worker restarts.",
      "ground_truth_cited": "GT-13, GT-14, GT-28, GT-39, GT-40, GT-41, GT-42, GT-43, GT-44",
      "useful_sentence": "The upstream fixes released on **October 21, 2026** are **8.2.35, 8.3.36, 8.4.27, and 8.5.12**; distribution packages may contain backported fixes. Installing a package is insufficient until the relevant workers restart.",
      "dangerous_sentence": "Prioritize logs around **October 20, 2026 onward**, when disclosure began, but review earlier retained logs too; disclosure is not proof of when an intrusion could first have occurred.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q07-chatgpt-2",
      "question_id": "Q07",
      "question": "How do I check if my server was compromised by PHP2Shell?",
      "engine": "ChatGPT",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "exploitation can disclose PHP process memory without installing a web shell or executing visible commands || Unexpectedly large or malformed `PHPSESSID` response cookies",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly names fixed versions and advises patching; it does not mislead on the core remediation steps.",
      "ground_truth_cited": "GT-13, GT-14, GT-39, GT-40, GT-41, GT-42, GT-43, GT-44, GT-35",
      "useful_sentence": "Distribution packages may contain backported fixes with older-looking version numbers, so compare the full package version against your OS vendor's advisory.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q07-chatgpt-3",
      "question_id": "Q07",
      "question": "How do I check if my server was compromised by PHP2Shell?",
      "engine": "ChatGPT",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "PHP2Shell refers to CVE-2026-109618 and CVE-2026-109619. There is no single reliable 'compromised/not compromised' test: attackers may disclose PHP process memory without installing a web shell",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly names fixed versions, advises updating PHP runtime, and gives useful compromise-checking guidance without material errors.",
      "ground_truth_cited": "GT-13, GT-39, GT-40, GT-41, GT-42, GT-30, GT-31, GT-35",
      "useful_sentence": "The first upstream fixed releases were **8.2.35, 8.3.36, 8.4.27, and 8.5.12**, released October 21, 2026. Check your distribution/vendor's package advisory as well.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q07-claude-1",
      "question_id": "Q07",
      "question": "How do I check if my server was compromised by PHP2Shell?",
      "engine": "Claude",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "the same flaws can also disclose live worker memory, which may hold passwords, tokens, and keys, without executing code. || Restarting workers wipes the in-memory state that CVE-2026-109619 abuses.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly identifies fixed versions, severity, and EOL branches; no material errors that would leave the owner unpatched.",
      "ground_truth_cited": "GT-6, GT-13, GT-20, GT-25, GT-39, GT-40, GT-41, GT-42, GT-43, GT-44",
      "useful_sentence": "The only complete fix is updating to PHP 8.5.12, 8.4.27, 8.3.36, or 8.2.35, matching the branch in use. PHP states no configuration change fully closes the vulnerability.",
      "dangerous_sentence": "the same flaws can also disclose live worker memory, which may hold passwords, tokens, and keys, without executing code.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q07-claude-2",
      "question_id": "Q07",
      "question": "How do I check if my server was compromised by PHP2Shell?",
      "engine": "Claude",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-2, GT-13, GT-20, GT-22, GT-25, GT-26, GT-27, GT-28, GT-39, GT-42",
      "useful_sentence": "Upgrading is the only complete remediation for both CVE-2026-109618 and CVE-2026-109619. There are no configuration-only workarounds that fully address both issues.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q07-claude-3",
      "question_id": "Q07",
      "question": "How do I check if my server was compromised by PHP2Shell?",
      "engine": "Claude",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "correct",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "Prioritize reviewing activity beginning October 20, 2026. || There is a free checker script (`check-php2shell.sh`) that reports key ini values and partial mitigations, then hunts PHP-FPM, Apache, nginx, PHP, syslog, and journald logs for memory exhaustion and worker crashes.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Answer is accurate and actionable for compromise checking; it names correct fixed versions and CVSS score but omits EOL branch guidance and restart requirement.",
      "ground_truth_cited": "GT-6, GT-13, GT-39, GT-40, GT-41, GT-42, GT-44",
      "useful_sentence": "Compare with patched versions: 8.5.12, 8.4.27, 8.3.36, or 8.2.35.",
      "dangerous_sentence": "There is a free checker script (`check-php2shell.sh`) that reports key ini values and partial mitigations, then hunts PHP-FPM, Apache, nginx, PHP, syslog, and journald logs for memory exhaustion and worker crashes.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q07-perplexity-1",
      "question_id": "Q07",
      "question": "How do I check if my server was compromised by PHP2Shell?",
      "engine": "Perplexity",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "A community checker can automate vulnerability and compromise indicators: curl -fsSLO https://raw.githubusercontent.com/SPOTWHALE/php2shell-check/main/check-php2shell.sh || A clean access log does not rule out compromise: successful exploitation may return HTTP 200 and leave the worker running. || find /var/www -type f ... -newermt '2026-10-17' -ls",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer focuses on compromise detection and is accurate for that purpose, but names no fixed versions and gives no patching guidance.",
      "ground_truth_cited": "GT-39, GT-40, GT-41, GT-42, GT-33, GT-35, GT-27",
      "useful_sentence": "Find recently created or modified PHP-related files: find /var/www -type f \\( -name '*.php' -o -name '.user.ini' -o -name '.htaccess' \\) -newermt '2026-10-17' -ls",
      "dangerous_sentence": "A community checker can automate vulnerability and compromise indicators: curl -fsSLO https://raw.githubusercontent.com/SPOTWHALE/php2shell-check/main/check-php2shell.sh",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q07-perplexity-2",
      "question_id": "Q07",
      "question": "How do I check if my server was compromised by PHP2Shell?",
      "engine": "Perplexity",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "the `php2shell-check` project provides a `--hunt` mode for suspicious files, processes, cron jobs, and related indicators || A clean access log does not rule out compromise: successful exploitation may return a normal HTTP 200, and request bodies are often absent from ordinary web logs",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer focuses on incident response and does not mislead about patching, fixed versions, or mitigations.",
      "ground_truth_cited": "GT-39, GT-40, GT-41, GT-42, GT-27, GT-33, GT-35",
      "useful_sentence": "Check your distribution's security notice or package changelog for fixes to CVE-2026-109618 and CVE-2026-109619; vendor backports may show a patched package even when the version number looks older.",
      "dangerous_sentence": "the `php2shell-check` project provides a `--hunt` mode for suspicious files, processes, cron jobs, and related indicators",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q07-perplexity-3",
      "question_id": "Q07",
      "question": "How do I check if my server was compromised by PHP2Shell?",
      "engine": "Perplexity",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "curl -fsSLO https://raw.githubusercontent.com/SPOTWHALE/php2shell-check/main/check-php2shell.sh || No safe public exploit test is currently established. || Also check whether `session.upload_progress.enabled` is enabled in the FPM configuration.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer focuses on compromise detection and is accurate for that purpose; it does not mislead about patching or fixes.",
      "ground_truth_cited": "GT-39, GT-40, GT-41, GT-42, GT-43, GT-44, GT-27, GT-33, GT-35",
      "useful_sentence": "Absence of these entries does not prove that the server was not compromised, because request bodies may not be logged and a successful exploit can produce a normal HTTP 200.",
      "dangerous_sentence": "curl -fsSLO https://raw.githubusercontent.com/SPOTWHALE/php2shell-check/main/check-php2shell.sh\nsudo bash check-php2shell.sh --hunt",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q07-google-ai-overviews-1",
      "question_id": "Q07",
      "question": "How do I check if my server was compromised by PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "Compare your version against the fixed releases shipped on October 21, 2026",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly names fixed versions and EOL status; it is incomplete on exploitation, severity, and mitigations but does not mislead.",
      "ground_truth_cited": "GT-13, GT-20, GT-33, GT-39, GT-40, GT-41, GT-42",
      "useful_sentence": "Compare your version against the fixed releases shipped on October 21, 2026: PHP 8.5: Fixed in 8.5.12, PHP 8.4: Fixed in 8.4.27, PHP 8.3: Fixed in 8.3.36, PHP 8.2: Fixed in 8.2.35.",
      "dangerous_sentence": "Run php -v and check vendor changelogs",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q07-google-ai-overviews-2",
      "question_id": "Q07",
      "question": "How do I check if my server was compromised by PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "yes: no AI Overview returned for this query",
      "fixed_version_named": "n/a",
      "fixed_version_value": "",
      "wordpress_claim": "n/a",
      "restart_mentioned": "n/a",
      "eol_branches": "n/a",
      "severity": "n/a",
      "severity_value": "",
      "exploitation": "n/a",
      "mitigations": "n/a",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "No answer",
      "misled": "n/a",
      "reason_one_line": "Excluded: no AI Overview returned for this query",
      "ground_truth_cited": "",
      "useful_sentence": "",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q07-google-ai-overviews-3",
      "question_id": "Q07",
      "question": "How do I check if my server was compromised by PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer is accurate and names correct fixed versions; it is incomplete on exploitation status and EOL branches but does not mislead.",
      "ground_truth_cited": "GT-13, GT-17, GT-39, GT-40, GT-41, GT-42, GT-43, GT-44, GT-34, GT-35",
      "useful_sentence": "Rebuild / Restore: A compromised server should ideally be wiped and restored from a clean, pre-compromise backup, then updated to fixed PHP versions (8.5.12, 8.4.27, 8.3.36, or 8.2.35) before reconnecting.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q07-google-ai-mode-1",
      "question_id": "Q07",
      "question": "How do I check if my server was compromised by PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "[Redacted: exploit mechanics omitted from this public research copy.]",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer gives forensic investigation steps only; it does not mislead about fixes, versions, or mitigations, but omits all patching guidance.",
      "ground_truth_cited": "GT-2, GT-39, GT-40, GT-41, GT-42, GT-43, GT-44",
      "useful_sentence": "Scan your web root directories and common writable upload folders (such as wp-content/uploads, temporary directories like /tmp or /var/tmp) for newly created or modified PHP files.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q07-google-ai-mode-2",
      "question_id": "Q07",
      "question": "How do I check if my server was compromised by PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "[Redacted: exploit mechanics omitted from this public research copy.]",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer focuses on compromise detection only and gives no wrong patching advice, so a site owner would not be misled about remediation.",
      "ground_truth_cited": "GT-27, GT-39, GT-40, GT-41, GT-42, GT-43, GT-44",
      "useful_sentence": "Investigate whether your web server or PHP processes (php-fpm, httpd, nginx, www-data) have spawned unexpected child processes or external utility shells like sh, bash, nc, curl, wget, or python.",
      "dangerous_sentence": "[Redacted: exploit mechanics omitted from this public research copy.]",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q07-google-ai-mode-3",
      "question_id": "Q07",
      "question": "How do I check if my server was compromised by PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "\"the vulnerability leverages malformed multipart/form-data or session upload-progress routines\" — presented as the mechanism without noting this is only one of multiple attack paths || \"dating back to when exploitation activity picked up\" — implies a specific known date without citing Amazon's finding of October 17 as the earliest known exploitation attempt",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer gives useful forensic guidance but names no fixed versions and omits key patch details; a reader could act safely but would need to look elsewhere for patching specifics.",
      "ground_truth_cited": "GT-2, GT-13, GT-25, GT-35, GT-39, GT-40, GT-41, GT-42, GT-43, GT-44",
      "useful_sentence": "Check Web-Serving PHP Version: Run a phpinfo() script or check the headers of your actual web server response, rather than just relying on CLI output (php -v), because servers frequently run multiple or isolated PHP runtimes.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q08-chatgpt-1",
      "question_id": "Q08",
      "question": "Which tools check for PHP2Shell?",
      "engine": "ChatGPT",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "Tenable Nessus Plugin **369483** checks for PHP versions affected by both CVEs. || Pentest-Tools.com PHP2Shell Scanner: Free online scanner for exposure to both PHP2Shell CVEs. || Imperva PHP2Shell Checker: Checks a website's publicly visible signals for potential exposure. || SOCRadar php2shell Checker: Free PHP fingerprinting and version comparison, without exploitation. || Corelight's Zeek package and Suricata rules: Detect suspicious network activity and advertised vulnerable PHP versions.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Answer is off-topic for patching but gives no wrong patching advice; it correctly notes a clean scan does not confirm being patched.",
      "ground_truth_cited": "",
      "useful_sentence": "A clean remote check is not proof that you're patched—PHP version information can be hidden or misleading. Confirm the actual web-serving PHP runtime, configuration, and vendor patch status on the server.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q08-chatgpt-2",
      "question_id": "Q08",
      "question": "Which tools check for PHP2Shell?",
      "engine": "ChatGPT",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "Tenable Nessus Plugin 369483 checks for PHP versions affected by both CVEs. || Imperva PHP2Shell Checker checks a website URL for publicly visible signs of exposure. || SOCRadar PHP2Shell Checker is a free domain-based check that fingerprints PHP and compares its version against fixed releases. || Zeek + Corelight's php2shell-detect package monitors network traffic for suspicious PHP2Shell-related HTTP behavior. || Suricata + Corelight's PHP2Shell rules detect suspicious request markers and advertised vulnerable PHP versions.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer addresses a different question (detection tools) and names no fixed versions, but does not actively mislead on patching.",
      "ground_truth_cited": "",
      "useful_sentence": "A clean website check is not an all-clear: PHP versions may be hidden, so verify the actual server runtime and patch status.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q08-chatgpt-3",
      "question_id": "Q08",
      "question": "Which tools check for PHP2Shell?",
      "engine": "ChatGPT",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "Tenable Nessus PHP2Shell vulnerability coverage through plugin 369483, covering both CVEs. || Tenable Web App Scanning PHP version-based checks through plugins 115719–115722, covering PHP 8.5, 8.4, 8.3, and 8.2 respectively. || Imperva PHP2Shell Checker: A website-URL check for publicly visible signs of exposure. || Zeek / Suricata with Corelight's `php2shell-detect`: Open-source network detections for suspicious HTTP activity and potentially vulnerable PHP version banners. || SOCRadar PHP2Shell Checker: A free check that identifies the reported PHP version and compares it against the affected versions.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer focuses on detection tools and gives no wrong fixed version or harmful advice, but omits patching guidance entirely.",
      "ground_truth_cited": "GT-5, GT-36, GT-38",
      "useful_sentence": "A clean URL or banner scan does not establish that you're safe: PHP versions can be hidden, rewritten, or include vendor-backported fixes. Confirm the installed runtime and vendor patch status; network alerts indicate suspicious activity, not necessarily successful compromise.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q08-claude-1",
      "question_id": "Q08",
      "question": "Which tools check for PHP2Shell?",
      "engine": "Claude",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "The research team released an open-source tool, php2shell-scanner, which contains a high-fidelity scanning mechanism... Available on GitHub: assetnote/php2shell-scanner || Corelight developed network detections for Zeek® and Suricata® for php2shell... Available on GitHub: corelight/php2shell-detect || php2shell-scan is a reachability and change detector for the php2shell PHP RCEs... Available on GitHub: 0xrsydn/php2shell-scan || SOCRadar's free checker reads X-Powered-By, the Server header, a 404 page's headers... Available at: socradar.io/free-tools/php2shell-checker || Pentest-Tools offers a free PHP2Shell scanner for CVE-2026-109618 and CVE-2026-109619... Available at: pentest-tools.com/network-vulnerability-scanning/php2shell-scanner",
      "overall": "Wrong",
      "misled": "yes",
      "reason_one_line": "All five tools listed are fabricated; none are supported by the ground truth, leaving the owner with false information about detection resources.",
      "ground_truth_cited": "GT-6, GT-20",
      "useful_sentence": "Here is a summary of the tools currently available that check for PHP2Shell (CVE-2026-109618 and CVE-2026-109619), a pair of critical PHP remote code execution vulnerabilities rated CVSS v4.0 9.2:",
      "dangerous_sentence": "The research team released an open-source tool, php2shell-scanner, which contains a high-fidelity scanning mechanism to check for CVE-2026-109618 and CVE-2026-109619 across hosts.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q08-claude-2",
      "question_id": "Q08",
      "question": "Which tools check for PHP2Shell?",
      "engine": "Claude",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "php2shell-scanner (by Assetnote / Searchlight Cyber) — GitHub: assetnote/php2shell-scanner — released an open-source tool with a high-fidelity scanning mechanism || php2shell-detect (by Corelight — Zeek & Suricata) — GitHub: corelight/php2shell-detect — Zeek notice types include: PHP_Crash_Sequence, Multipart_Header_Flood, Large_Form_Key, Serialized_Integer_Overflow, and Serialized_Integer_Collisions || php2shell Checker (by SOCRadar) — URL: socradar.io/free-tools/php2shell-checker — reads X-Powered-By, Server header, 404 page headers, PHP session cookie, and PHP easter-egg URL for version fingerprinting || Free PHP2Shell Scanner (by Pentest-Tools) — URL: pentest-tools.com/network-vulnerability-scanning/php2shell-scanner — checks targets for CVE-2026-109618 and CVE-2026-109619 and generates a PDF scan report || php2shell-scan (by 0xrsydn) — GitHub: 0xrsydn/php2shell-scan — the bug sits in PHP's RFC1867 multipart/upload-progress handling, below the application layer",
      "overall": "Wrong",
      "misled": "yes",
      "reason_one_line": "All five tools named are invented or unverifiable against ground truth; none appear in any GT source, making the answer fabricated.",
      "ground_truth_cited": "GT-6",
      "useful_sentence": "Here is a summary of the tools currently available to check for PHP2Shell (CVE-2026-109618 and CVE-2026-109619), a pair of critical PHP remote code execution vulnerabilities rated CVSS v4.0 9.2:",
      "dangerous_sentence": "php2shell-scanner (by Assetnote / Searchlight Cyber) — GitHub: assetnote/php2shell-scanner — which contains a high-fidelity scanning mechanism to check for CVE-2026-109618 and CVE-2026-109619 across hosts.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q08-claude-3",
      "question_id": "Q08",
      "question": "Which tools check for PHP2Shell?",
      "engine": "Claude",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "The research team released an open-source tool, php2shell-scanner, which contains a high-fidelity scanning mechanism to check for CVE-2026-109618 and CVE-2026-109619 across hosts. || Corelight's contribution was developing network detections for Zeek® and Suricata® for php2shell. || Pentest-Tools offers a free PHP2Shell scanner for CVE-2026-109618 and CVE-2026-109619, allowing users to check targets and get a PDF scan report. || SOCRadar's checker performs PHP Version Fingerprinting by reading X-Powered-By, the Server header, a 404 page's headers, PHP session cookies, and the PHP easter-egg URL. || php2shell-scan is a reachability and change detection tool for the php2shell PHP core RCEs.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer addresses a different question (detection tools) and gives no fixed versions or update guidance, but does not actively mislead on patching.",
      "ground_truth_cited": "GT-6",
      "useful_sentence": "Several tools have been released to check for PHP2Shell (CVE-2026-109618 and CVE-2026-109619), a pair of critical PHP remote code execution vulnerabilities rated CVSS v4.0 9.2.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q08-perplexity-1",
      "question_id": "Q08",
      "question": "Which tools check for PHP2Shell?",
      "engine": "Perplexity",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "OpenAI `php2shell-checker` — checks a local PHP installation or a website's advertised PHP version through response headers. || Searchlight Cyber `php2shell-scanner` — performs active, authorized probes for the reported vulnerabilities, with version checking as a fallback. || `php2shell-check` — read-only checks for local binaries, Docker images, containers, URLs, and asset inventories. || RFF PHP Exposure Check — inventories PHP installations on Windows and Linux, including IIS, containers, and package versions. || `php2shell-validation-toolkit` — offers local audits, passive fleet scans, and more active remote checks.",
      "overall": "No answer",
      "misled": "no",
      "reason_one_line": "The answer lists tools not verifiable in ground truth but does not mislead on patching, versions, or mitigations.",
      "ground_truth_cited": "",
      "useful_sentence": "A version-only check can miss distribution backports, hidden or falsified headers, and differences between CLI PHP and PHP-FPM/mod_php.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q08-perplexity-2",
      "question_id": "Q08",
      "question": "Which tools check for PHP2Shell?",
      "engine": "Perplexity",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "OpenAI `php2shell-checker` — checks a URL's advertised PHP version or performs a local check; read-only. || Searchlight Cyber `php2shell-scanner` — performs more active, authorized probes for CVE-2026-109618 and CVE-2026-109619, with version fallback. || `php2shell-validation-toolkit` — offers local audits, passive fleet scans, and an optional active remote scanner. || Eye Security PHP2Shell Checker — a Chrome/Edge extension that passively reads the PHP version exposed in response headers. || RFF PHP Exposure Check — Windows and Linux scripts that locate PHP installations and assess their versions, including containers.",
      "overall": "No answer",
      "misled": "yes",
      "reason_one_line": "Answer invents specific tools with unverifiable names and attributes them to named organisations without ground truth support, and gives no patching guidance.",
      "ground_truth_cited": "",
      "useful_sentence": "Active scanners should only be run against systems you own or are explicitly authorized to test.",
      "dangerous_sentence": "OpenAI `php2shell-checker` — checks a URL's advertised PHP version or performs a local check; read-only.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q08-perplexity-3",
      "question_id": "Q08",
      "question": "Which tools check for PHP2Shell?",
      "engine": "Perplexity",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "OpenAI `php2shell-checker` — checks a URL's advertised PHP version or local PHP installations; read-only. || Searchlight Cyber `php2shell-scanner` — performs active, authorized probes for the reported vulnerabilities, with version fallback. || `php2shell-validation-toolkit` — offers local audits, passive fleet scans, and more active remote checks. || `php2shell-check` — scans local binaries, containers, Docker images, URLs, and asset inventories without exploit traffic. || Eye Security browser extension — passively checks PHP versions exposed in Chrome/Edge response headers.",
      "overall": "No answer",
      "misled": "no",
      "reason_one_line": "The answer lists tools not verifiable in the ground truth but does not give wrong patching advice or mislead about fixes.",
      "ground_truth_cited": "",
      "useful_sentence": "For a safe first check, use a local/version-based scanner and verify the PHP version actually used by the web server—not just the CLI binary.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q08-google-ai-overviews-1",
      "question_id": "Q08",
      "question": "Which tools check for PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "OpenAI php2shell-checker : The official checker from OpenAI's California team to test a public URL or a local PHP binary (returns OK, VULNERABLE, or UNKNOWN). || Assetnote php2shell-scanner : A high-fidelity scanner that sends a minimal control request followed by up to three crafted probes, flagging targets only on strong signals like memory exhaustion or differential 500 errors. || Imperva php2shell.sh: A script provided by Imperva to quickly check if websites are vulnerable. || Florian Roth process-watcher : A Linux-based process monitoring tool that alerts on suspicious child processes spawned by PHP workers || Pentest-Tools PHP2Shell Scanner : A free laser scanner designed to detect CVE-2026-109618 and CVE-2026-109619.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer lists detection tools without naming fixed versions or mitigations, but does not actively mislead about patching or safety.",
      "ground_truth_cited": "GT-1, GT-4, GT-50",
      "useful_sentence": "Several specialized open-source tools, commercial scanners, and detection utilities check for or detect exposure to the PHP2Shell vulnerabilities (CVE-2026-109618 and CVE-2026-109619).",
      "dangerous_sentence": "OpenAI php2shell-checker : The official checker from OpenAI's California team to test a public URL or a local PHP binary (returns OK, VULNERABLE, or UNKNOWN).",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q08-google-ai-overviews-2",
      "question_id": "Q08",
      "question": "Which tools check for PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "php2shell-scanner (Searchlight Cyber): An open-source scanner released on GitHub that tests hosts for CVE-2026-109618 and CVE-2026-109619 || Php2ShellCheck (Community / GitHub via jgatka): An asynchronous Python script shared on Hacker News that inspects HTTP response headers || Pentest-Tools.com PHP2Shell Scanner: A free online scanner that checks whether a target domain or server runs a vulnerable PHP version || SOCRadar PHP2Shell Checker: A free web-based checker that evaluates exposed domain headers against fixed PHP versions || Qualys (VMDR & ETM / CSAM / TruConfirm): Offers QIDs (QID 45110 for discovery, QID 389102 for PHP2Shell assessment)",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer is about scanning tools, not patching; it correctly names fixed versions and gives no wrong patching advice.",
      "ground_truth_cited": "GT-13",
      "useful_sentence": "Package Manager Changelog Inspection: Checking package history on Debian/Ubuntu (zgrep CVE-2026-109618 /usr/share/doc/php8.1-common/changelog.Debian.gz) or RHEL/AlmaLinux/Rocky (rpm -q --changelog php-common | grep CVE-2026-109618) to see if backported patches are present even if the version string hasn't bumped.",
      "dangerous_sentence": "php2shell-scanner (Searchlight Cyber): An open-source scanner released on GitHub that tests hosts for CVE-2026-109618 and CVE-2026-109619 by sending controlled probes (note that active probing can trigger memory-limit conditions in PHP workers).",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q08-google-ai-overviews-3",
      "question_id": "Q08",
      "question": "Which tools check for PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "Searchlight Cyber php2shell-scanner: An open-source testing tool released on GitHub that actively checks whether a host or target (defaulting to /index.php and phpMyAdmin paths) is exposed to the PHP2Shell vulnerabilities. || SOCRadar PHP2Shell Checker: A free online checker tool that inspects the PHP version exposed by a domain or web target against the patched upstream releases. || Arvion PHP2Shell Checker: A browser-based verification tool that helps administrators and site owners evaluate whether their active PHP runtime is running a vulnerable version. || MakFly php2shell-check (watch.sh): A process-monitoring bash script designed for Linux servers to observe and alert on real-time behavior, such as web server or PHP worker processes unexpectedly spawning shells. || Cybeats SBOM / Software Bill of Materials Tools: Software supply chain analysis tools that parse Software Bills of Materials (SBOMs) to locate where PHP and dependent libraries are installed.",
      "overall": "Wrong",
      "misled": "yes",
      "reason_one_line": "The answer invents specific tool names, features, and organizations not supported by ground truth, potentially sending owners to non-existent or misrepresented resources.",
      "ground_truth_cited": "GT-13",
      "useful_sentence": "SOCRadar PHP2Shell Checker: A free online checker tool that inspects the PHP version exposed by a domain or web target against the patched upstream releases (8.5.12, 8.4.27, 8.3.36, and 8.2.35).",
      "dangerous_sentence": "Searchlight Cyber php2shell-scanner: An open-source testing tool released on GitHub that actively checks whether a host or target (defaulting to /index.php and phpMyAdmin paths) is exposed to the PHP2Shell vulnerabilities.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q08-google-ai-mode-1",
      "question_id": "Q08",
      "question": "Which tools check for PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "php2shell-scanner by Assetnote / Searchlight Cyber: An open-source command-line scanning tool designed to test hosts and PHP applications (such as WordPress, Drupal, Joomla, and phpMyAdmin) for exposure to the PHP2Shell vulnerabilities by sending controlled, nested multipart probes. || process-watcher by Florian Roth: A free Linux-based process monitoring and detection utility aimed at runtime observation.",
      "overall": "No answer",
      "misled": "no",
      "reason_one_line": "The answer is off-topic (tools to detect PHP2Shell) and names no fixed versions, mitigations, or actionable patching guidance, but does not actively mislead on patching.",
      "ground_truth_cited": "",
      "useful_sentence": "",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q08-google-ai-mode-2",
      "question_id": "Q08",
      "question": "Which tools check for PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "[Redacted: exploit mechanics omitted from this public research copy.]",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer names correct fixed versions and gives reasonable local verification advice, but invents specific scanner tools not supported by ground truth.",
      "ground_truth_cited": "GT-13, GT-21, GT-33, GT-34, GT-35",
      "useful_sentence": "Verify that your installed PHP interpreter has been updated to patched baseline releases (PHP 8.2.35, 8.3.36, 8.4.27, or 8.5.12), or check for official distribution/vendor backports for older versions.",
      "dangerous_sentence": "[Redacted: exploit mechanics omitted from this public research copy.]",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q08-google-ai-mode-3",
      "question_id": "Q08",
      "question": "Which tools check for PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "Pentest-Tools.com provides a dedicated Free PHP2Shell Scanner to check target web servers for CVE-2026-109618 and CVE-2026-109619. || Sansec: Provides e-commerce and PHP security research, indicators of compromise, and server-side analysis for PHP core vulnerabilities. || Huntress: Published rapid response intelligence, telemetry monitoring, and analysis tracking the proof-of-concept (PoC) and exploitation status of PHP2Shell.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer lists scanning tools but gives no fixed versions, mitigations, or actionable patching guidance, leaving the owner uninformed about remediation.",
      "ground_truth_cited": "GT-44, GT-60",
      "useful_sentence": "watchTowr: Conducted technical reproduction and FAQ breakdowns regarding the unauthenticated remote code execution mechanisms.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q09-chatgpt-1",
      "question_id": "Q09",
      "question": "Do I need to restart PHP after patching PHP2Shell?",
      "engine": "ChatGPT",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-13, GT-20, GT-21, GT-27, GT-28, GT-35",
      "useful_sentence": "The fixed upstream releases are **8.2.35, 8.3.36, 8.4.27, and 8.5.12**; your OS vendor may instead provide a backported fix.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q09-chatgpt-2",
      "question_id": "Q09",
      "question": "Do I need to restart PHP after patching PHP2Shell?",
      "engine": "ChatGPT",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly names fixed versions and advises restarting; it is incomplete but not misleading.",
      "ground_truth_cited": "GT-13, GT-27, GT-28, GT-33, GT-35",
      "useful_sentence": "The fixed upstream releases are **8.2.35, 8.3.36, 8.4.27, and 8.5.12**; your OS vendor may instead supply a backported fix.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q09-chatgpt-3",
      "question_id": "Q09",
      "question": "Do I need to restart PHP after patching PHP2Shell?",
      "engine": "ChatGPT",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "they can continue using the old, vulnerable code already loaded in memory || Simply restarting an old image does not install the patch.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly advises restarting PHP workers and verifying the live runtime, without making false claims about fixes.",
      "ground_truth_cited": "GT-27, GT-28, GT-33, GT-35",
      "useful_sentence": "Afterward, **verify the PHP runtime actually serving your website**, not just `php -v`, which checks the command-line installation and may differ from your web environment.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q09-claude-1",
      "question_id": "Q09",
      "question": "Do I need to restart PHP after patching PHP2Shell?",
      "engine": "Claude",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, PHP 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly names fixed versions and emphasises restarting; it omits EOL branch guidance and exploitation context but does not mislead.",
      "ground_truth_cited": "GT-13, GT-25, GT-27, GT-28, GT-35",
      "useful_sentence": "Install a fixed PHP release (or your vendor's patched package) on every runtime, then restart PHP-FPM, Apache, and any long-running PHP processes. That is the only complete remediation.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q09-claude-2",
      "question_id": "Q09",
      "question": "Do I need to restart PHP after patching PHP2Shell?",
      "engine": "Claude",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, PHP 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "Use a full restart, not just a reload, and restart every pool. || Attack attempts were reported before the release",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly names fixed versions and stresses restarting, so a site owner would take the right actions.",
      "ground_truth_cited": "GT-13, GT-27, GT-28, GT-35, GT-39, GT-40, GT-41",
      "useful_sentence": "PHP has released the following versions that address the vulnerabilities: PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, and PHP 8.2.35.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q09-claude-3",
      "question_id": "Q09",
      "question": "Do I need to restart PHP after patching PHP2Shell?",
      "engine": "Claude",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, PHP 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly names fixed versions and stresses restart; it omits EOL branches and exploitation context but gives no wrong information.",
      "ground_truth_cited": "GT-13, GT-27, GT-28, GT-35",
      "useful_sentence": "PHP has released the following versions that address the vulnerabilities: PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, and PHP 8.2.35.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q09-perplexity-1",
      "question_id": "Q09",
      "question": "Do I need to restart PHP after patching PHP2Shell?",
      "engine": "Perplexity",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly advises restarting PHP workers after patching but omits fixed versions and other key details a site owner needs.",
      "ground_truth_cited": "GT-27, GT-28, GT-35",
      "useful_sentence": "After applying the PHP2Shell fix, restart every process that runs PHP so it loads the patched runtime: PHP-FPM, Apache if using mod_php, and long-running PHP workers such as queue workers or schedulers.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q09-perplexity-2",
      "question_id": "Q09",
      "question": "Do I need to restart PHP after patching PHP2Shell?",
      "engine": "Perplexity",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly advises restarting PHP workers after patching and does not mislead on the core action needed.",
      "ground_truth_cited": "GT-27, GT-28, GT-35",
      "useful_sentence": "Patching files without restarting can leave the vulnerable runtime active.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q09-perplexity-3",
      "question_id": "Q09",
      "question": "Do I need to restart PHP after patching PHP2Shell?",
      "engine": "Perplexity",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly advises restarting PHP workers after patching but does not name fixed versions or other key details.",
      "ground_truth_cited": "GT-27, GT-28, GT-35",
      "useful_sentence": "Updating files on disk without restarting leaves existing PHP processes using the vulnerable code.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q09-google-ai-overviews-1",
      "question_id": "Q09",
      "question": "Do I need to restart PHP after patching PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "The active, vulnerable PHP code remains loaded in your server's memory until the process is completely flushed. || Any process with a start time preceding your patch installation is still running the vulnerable code and must be killed or restarted.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly says restart is needed and exploitation is occurring, but names no fixed version and gives no patching guidance.",
      "ground_truth_cited": "GT-27, GT-28, GT-35, GT-39, GT-40, GT-41, GT-44",
      "useful_sentence": "Because exploit attempts for PHP2Shell began circulating prior to the public disclosure on October 21, 2026, patching only prevents future attacks. It will not kick out an attacker who has already compromised the machine.",
      "dangerous_sentence": "The active, vulnerable PHP code remains loaded in your server's memory until the process is completely flushed.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q09-google-ai-overviews-2",
      "question_id": "Q09",
      "question": "Do I need to restart PHP after patching PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly says restart is needed after patching but omits fixed versions, mitigations, and EOL branch guidance a site owner needs.",
      "ground_truth_cited": "GT-2, GT-27, GT-28, GT-35, GT-44",
      "useful_sentence": "Updating the package files on your disk does not protect your server because active, running processes keep the old, vulnerable code loaded into memory.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q09-google-ai-overviews-3",
      "question_id": "Q09",
      "question": "Do I need to restart PHP after patching PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly advises restarting PHP workers and web server after patching, which is accurate and actionable for the specific question asked.",
      "ground_truth_cited": "GT-27, GT-28, GT-35, GT-10",
      "useful_sentence": "Updating the binary package alone is not enough because active worker processes and memory-resident modules continue running old code until restarted.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q09-google-ai-mode-1",
      "question_id": "Q09",
      "question": "Do I need to restart PHP after patching PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "simply updating the package files on disk leaves the already-running processes vulnerable and retaining old memory states",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly advises restarting PHP workers after patching but omits fixed versions and other critical details a site owner needs.",
      "ground_truth_cited": "GT-27, GT-28, GT-35",
      "useful_sentence": "Because PHP binaries, modules, and worker memory stay loaded in active processes, simply updating the package files on disk leaves the already-running processes vulnerable and retaining old memory states.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q09-google-ai-mode-2",
      "question_id": "Q09",
      "question": "Do I need to restart PHP after patching PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly advises restarting PHP workers after patching but omits fixed versions and other key details a site owner needs.",
      "ground_truth_cited": "GT-27, GT-28, GT-35",
      "useful_sentence": "In-Memory Code: PHP worker processes keep the PHP binary and runtime code loaded in memory. Upgrading the package updates the files on disk, but already-running worker processes will continue running the old, vulnerable code in memory until they are recycled or restarted.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q09-google-ai-mode-3",
      "question_id": "Q09",
      "question": "Do I need to restart PHP after patching PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "none",
      "fixed_version_value": "",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "none",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "The vulnerabilities (including the memory-disclosure component in CVE-2026-109619) reside in the active PHP runtime and worker memory. || already-running processes or worker pools will still hold the old, vulnerable code and potentially compromised in-memory state until they are completely recycled.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly advises restarting PHP workers and web server after patching, which is accurate and actionable for the question asked.",
      "ground_truth_cited": "GT-27, GT-28, GT-35",
      "useful_sentence": "Upgrading the binary packages updates the files on disk, but already-running processes or worker pools will still hold the old, vulnerable code and potentially compromised in-memory state until they are completely recycled.",
      "dangerous_sentence": "The vulnerabilities (including the memory-disclosure component in CVE-2026-109619) reside in the active PHP runtime and worker memory.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q10-chatgpt-1",
      "question_id": "Q10",
      "question": "Should I take my website offline because of PHP2Shell?",
      "engine": "ChatGPT",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "Cloudflare: has deployed protections but explicitly still recommends patching PHP",
      "hosts_vs_index": "Cloudflare: claimed 'has deployed protections but explicitly still recommends patching PHP' (patching); Index 'mitigation only' (October 21, 2026): differs",
      "invented_facts": "",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-13, GT-18, GT-25, GT-26, GT-27, GT-28, GT-30, GT-31, GT-36, GT-37, GT-59, GT-60, GT-61",
      "useful_sentence": "The fixed upstream releases are **8.2.35, 8.3.36, 8.4.27 and 8.5.12**. Older-looking distribution packages can also be safe if the vendor has backported both fixes; check the full package version against its advisory.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q10-chatgpt-2",
      "question_id": "Q10",
      "question": "Should I take my website offline because of PHP2Shell?",
      "engine": "ChatGPT",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-13, GT-18, GT-25, GT-26, GT-27, GT-28, GT-30, GT-31, GT-59, GT-60, GT-61, GT-10, GT-21",
      "useful_sentence": "The fixed upstream releases are 8.2.35, 8.3.36, 8.4.27, and 8.5.12, or later releases in those branches. Distribution vendors may backport fixes without changing to those version numbers, so check the full package version against your vendor's advisory.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q10-chatgpt-3",
      "question_id": "Q10",
      "question": "Should I take my website offline because of PHP2Shell?",
      "engine": "ChatGPT",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-13, GT-18, GT-25, GT-26, GT-27, GT-28, GT-30, GT-31, GT-35, GT-59, GT-61",
      "useful_sentence": "The fixed upstream releases are 8.2.35, 8.3.36, 8.4.27, and 8.5.12, or later releases in those branches. Older-looking version numbers can still be safe if your operating-system vendor has backported the fixes; get confirmation for both CVE-2026-109618 and CVE-2026-109619.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q10-claude-1",
      "question_id": "Q10",
      "question": "Should I take my website offline because of PHP2Shell?",
      "engine": "Claude",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "correct",
      "mitigations": "invented setting",
      "hosts_named": "Cloudflare: deployed temporary WAF rules as an attempted stopgap mitigation",
      "hosts_vs_index": "Cloudflare: claimed 'deployed temporary WAF rules as an attempted stopgap mitigation' (mitigation only); Index 'mitigation only' (October 21, 2026): matches",
      "invented_facts": "watchTowr has confirmed that older unsupported branches, including PHP 5, are also affected || Both CVE-2026-109618 and CVE-2026-109619 have been marked as exploited in the wild, and watchTowr has observed exploitation of both vulnerabilities. || Researchers have also demonstrated unauthenticated disclosure of PHP worker memory, which can expose passwords, authentication tokens, and API keys. || Sophos recommends reviewing activity on exposed systems from August 1, 2026 onwards. || In-process protections, such as RASP or application-embedded WAF agents, may not prevent exploitation",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Core advice is accurate: patch immediately, correct fixed versions named, exploitation confirmed, WAF not presented as a fix.",
      "ground_truth_cited": "GT-2, GT-6, GT-13, GT-18, GT-25, GT-36, GT-37, GT-39, GT-40, GT-41, GT-44",
      "useful_sentence": "The maintainers said there were no complete mitigations and that updating was the only safe choice.",
      "dangerous_sentence": "Sophos recommends reviewing activity on exposed systems from August 1, 2026 onwards.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q10-claude-2",
      "question_id": "Q10",
      "question": "Should I take my website offline because of PHP2Shell?",
      "engine": "Claude",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "correct",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "Sophos recommends reviewing activity on exposed systems from August 1, 2026 onwards. || Researchers have also demonstrated unauthenticated disclosure of PHP worker memory, which can expose passwords, authentication tokens, and API keys.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Answer is broadly accurate and actionable; no material errors that would leave the owner unpatched or misled.",
      "ground_truth_cited": "GT-2, GT-6, GT-13, GT-18, GT-25, GT-39, GT-40, GT-41, GT-44, GT-10, GT-20, GT-21",
      "useful_sentence": "On October 21, 2026, the PHP Project released PHP 8.5.12, 8.4.27, 8.3.36, and 8.2.35 to address both vulnerabilities.",
      "dangerous_sentence": "Sophos recommends reviewing activity on exposed systems from August 1, 2026 onwards.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q10-claude-3",
      "question_id": "Q10",
      "question": "Should I take my website offline because of PHP2Shell?",
      "engine": "Claude",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "correct",
      "mitigations": "invented setting",
      "hosts_named": "WordPress.com: already protected; WordPress VIP: already protected; WP Cloud: already protected; Pressable: already protected",
      "hosts_vs_index": "WordPress.com: claimed 'already protected' (mitigation only); Index 'patched' (October 21, 2026): differs || WordPress VIP: claimed 'already protected' (mitigation only); Index 'patched' (October 21, 2026): differs || WP Cloud: claimed 'already protected' (mitigation only); Index 'patched' (Oct 21, 2026): differs || Pressable: claimed 'already protected' (mitigation only); Index 'patched' (October 21, 2026 (7:00 am; published_time 2026-10-21T12:00:00+00:00)): differs",
      "invented_facts": "PHP core developer Gina Peter Banyard wrote that the only mitigation is patching or upgrading PHP, and added that taking a server offline for a day is the most sensible option for anyone who can afford it. || If you cannot patch quickly, take systems offline or restrict to GET/HEAD requests. || allow only GET and HEAD requests, which leaves the site readable and closes every write path",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Core advice is accurate: patch immediately or take offline; fixed versions are correct; no wrong version or WordPress-as-fix claim.",
      "ground_truth_cited": "GT-2, GT-6, GT-13, GT-18, GT-20, GT-25, GT-26, GT-27, GT-30, GT-31, GT-36, GT-39, GT-40, GT-41, GT-44, GT-59, GT-61, GT-64, GT-72",
      "useful_sentence": "Updating to a PHP release containing the patch to these vulnerabilities is the only complete mitigation.",
      "dangerous_sentence": "If you cannot patch quickly, take systems offline or restrict to GET/HEAD requests.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q10-perplexity-1",
      "question_id": "Q10",
      "question": "Should I take my website offline because of PHP2Shell?",
      "engine": "Perplexity",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "not stated",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-13, GT-18, GT-21, GT-25, GT-30, GT-31, GT-32, GT-59, GT-61, GT-64",
      "useful_sentence": "Upgrade to a fixed PHP release: 8.2.35, 8.3.36, 8.4.27, or 8.5.12, or use a vendor package with a confirmed backport.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q10-perplexity-2",
      "question_id": "Q10",
      "question": "Should I take my website offline because of PHP2Shell?",
      "engine": "Perplexity",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "No material errors; advice is accurate but omits restart requirement and exploitation details.",
      "ground_truth_cited": "GT-13, GT-18, GT-20, GT-21, GT-25, GT-30, GT-31, GT-39, GT-41, GT-59, GT-60, GT-61, GT-64",
      "useful_sentence": "If you manage PHP yourself, update to the fixed branch release: PHP 8.2.35, 8.3.36, 8.4.27, or 8.5.12, or install a vendor package with a confirmed backport.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q10-perplexity-3",
      "question_id": "Q10",
      "question": "Should I take my website offline because of PHP2Shell?",
      "engine": "Perplexity",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.2.35, 8.3.36, 8.4.27, 8.5.12",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "",
      "overall": "Correct",
      "misled": "no",
      "reason_one_line": "",
      "ground_truth_cited": "GT-2, GT-13, GT-20, GT-21, GT-25, GT-30, GT-31, GT-44, GT-59, GT-61",
      "useful_sentence": "Upgrade to a fixed PHP release: 8.2.35, 8.3.36, 8.4.27, or 8.5.12, or a vendor package with the fix.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q10-google-ai-overviews-1",
      "question_id": "Q10",
      "question": "Should I take my website offline because of PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, PHP 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "correct",
      "mitigations": "invented setting",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "agencies like CERT-EU and the ACSC recommend pulling the application offline or isolating it from public networks until the update is applied || check that their virtual patching or anomaly rules against suspicious multipart/form-data payloads are active and set to block",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "Core advice is accurate; owner is told to update PHP, correct fixed versions given, WAF is a buffer not a fix, EOL branches handled correctly.",
      "ground_truth_cited": "GT-6, GT-13, GT-20, GT-25, GT-30, GT-31, GT-36, GT-39, GT-44, GT-60",
      "useful_sentence": "Update your server to the fixed versions: PHP 8.5.12, PHP 8.4.27, PHP 8.3.36, PHP 8.2.35. (Note: Updating WordPress, Drupal, or plugins alone is not enough; you must update the core PHP runtime itself.)",
      "dangerous_sentence": "check that their virtual patching or anomaly rules against suspicious multipart/form-data payloads are active and set to block",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q10-google-ai-overviews-2",
      "question_id": "Q10",
      "question": "Should I take my website offline because of PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "not stated",
      "mitigations": "invented setting",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "deploy strict Web Application Firewall (WAF) rules/network segmentation until you can upgrade\" — presented as making the site adequately protected, contradicting GT-25 which states WAF is only a stopgap and not a complete mitigation.",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly names fixed versions and advises patching; WAF framing is imprecise but does not leave the owner unpatched.",
      "ground_truth_cited": "GT-6, GT-13, GT-20, GT-22, GT-25, GT-36, GT-37",
      "useful_sentence": "Update PHP: Upgrade your server environment to one of the patched versions (8.5.12, 8.4.27, 8.3.36, or 8.2.35).",
      "dangerous_sentence": "deploy strict Web Application Firewall (WAF) rules/network segmentation until you can upgrade",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q10-google-ai-overviews-3",
      "question_id": "Q10",
      "question": "Should I take my website offline because of PHP2Shell?",
      "engine": "Google AI Overviews",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "correct",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "correct",
      "mitigations": "matches advisory",
      "hosts_named": "Cloudflare: WAF rules blocking anomalous multipart/form-data payloads active; AWS: WAF rules blocking anomalous multipart/form-data payloads active; Akamai: WAF rules blocking anomalous multipart/form-data payloads active",
      "hosts_vs_index": "Cloudflare: claimed 'WAF rules blocking anomalous multipart/form-data payloads active' (mitigation only); Index 'mitigation only' (October 21, 2026): matches || AWS: claimed 'WAF rules blocking anomalous multipart/form-data payloads active' (mitigation only); Index 'patched partly' (Publication Date: 10/21/2026 14:30 PM PDT; Last Updated Date: 10/22/2026 14:00 PM PDT): differs || Akamai: claimed 'WAF rules blocking anomalous multipart/form-data payloads active' (mitigation only); Index 'customer must update' (Oct 22, 2026 - 18:19 UTC (latest update; Investigating Oct 21, 2026 - 14:44 UTC)): differs",
      "invented_facts": "The PHP Foundation released emergency security updates (PHP 8.5.12, 8.4.27, 8.3.36, and 8.2.35) || rules blocking anomalous multipart/form-data payloads are active",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "No material errors; correctly names fixed versions, CVSS, exploitation, and that WordPress updates alone are insufficient.",
      "ground_truth_cited": "GT-2, GT-6, GT-13, GT-18, GT-20, GT-25, GT-30, GT-31, GT-36, GT-38, GT-39, GT-40, GT-41",
      "useful_sentence": "Update PHP Immediately: Contact your hosting provider or check your server configuration to upgrade your PHP runtime to the latest patched releases (8.5.12, 8.4.27, 8.3.36, or 8.2.35).",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q10-google-ai-mode-1",
      "question_id": "Q10",
      "question": "Should I take my website offline because of PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "1",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "yes (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "invented setting",
      "hosts_named": "Cloudflare: deployed virtual patches or firewall rules blocking the exploit signatures",
      "hosts_vs_index": "Cloudflare: claimed 'deployed virtual patches or firewall rules blocking the exploit signatures' (mitigation only); Index 'mitigation only' (October 21, 2026): matches",
      "invented_facts": "it has triggered millions of automated exploit attempts globally || You are protected via WAF/Edge filters: ... you are heavily insulated while you schedule your core updates.",
      "overall": "Incomplete",
      "misled": "yes",
      "reason_one_line": "Answer implies a WAF makes the site 'heavily insulated' and safe to stay online without patching, contradicting GT-25 and GT-37 that WAF is a stopgap only and updating is the only safe choice.",
      "ground_truth_cited": "GT-2, GT-13, GT-25, GT-36, GT-37, GT-39, GT-40, GT-41",
      "useful_sentence": "If you have updated your PHP runtime to the fixed versions (such as 8.5.12, 8.4.27, 8.3.36, 8.2.35 or higher depending on your branch) and restarted your web services/workers, your immediate risk is mitigated.",
      "dangerous_sentence": "If your site sits behind a robust cloud security provider (like Cloudflare) that has deployed virtual patches or firewall rules blocking the exploit signatures, you are heavily insulated while you schedule your core updates.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q10-google-ai-mode-2",
      "question_id": "Q10",
      "question": "Should I take my website offline because of PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "2",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP versions 8.5.12, 8.4.27, 8.3.36, 8.2.35 or later",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "not addressed",
      "severity": "not stated",
      "severity_value": "",
      "exploitation": "correct",
      "mitigations": "invented setting",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "unauthenticated attackers can potentially execute system commands or read sensitive process memory (such as database credentials and API keys) || public proof-of-concept exploits are widely available",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer correctly names fixed versions and advises patching; no material errors would leave the owner unpatched.",
      "ground_truth_cited": "GT-13, GT-25, GT-36, GT-37, GT-39, GT-40, GT-41, GT-44",
      "useful_sentence": "If emergency patches (PHP versions 8.5.12, 8.4.27, 8.3.36, 8.2.35 or later) are available via your operating system vendor or hosting provider.",
      "dangerous_sentence": "Web Application Firewalls (WAFs) might not catch every novel variant of an RCE exploit chain.",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    },
    {
      "answer_id": "Q10-google-ai-mode-3",
      "question_id": "Q10",
      "question": "Should I take my website offline because of PHP2Shell?",
      "engine": "Google AI Mode",
      "run": "3",
      "captured_at_utc": "2026-10-23T00:20:55.813Z",
      "excluded": "no",
      "fixed_version_named": "correct",
      "fixed_version_value": "PHP 8.5.12, 8.4.27, 8.3.36, 8.2.35",
      "wordpress_claim": "not addressed",
      "restart_mentioned": "no (not graded for this question)",
      "eol_branches": "correct",
      "severity": "correct",
      "severity_value": "9.2",
      "exploitation": "correct",
      "mitigations": "matches advisory",
      "hosts_named": "",
      "hosts_vs_index": "",
      "invented_facts": "severity scores of 9.2/10",
      "overall": "Incomplete",
      "misled": "no",
      "reason_one_line": "The answer is accurate and actionable; no material errors that would leave the owner unpatched or misled.",
      "ground_truth_cited": "GT-6, GT-13, GT-20, GT-25, GT-39, GT-41, GT-59, GT-61",
      "useful_sentence": "The PHP project has released emergency security patches in PHP 8.5.12, 8.4.27, 8.3.36, and 8.2.35.",
      "dangerous_sentence": "",
      "reviewer": "Priya Nair, Ananya Rao, Vikram Patel (team approval confirmed by the owner)",
      "reviewed_at_utc": "2026-10-23T04:42:26.686Z",
      "team_notes": "approved as graded",
      "grade_status": "final"
    }
  ],
  "license": "CC BY 4.0",
  "license_url": "https://creativecommons.org/licenses/by/4.0/",
  "review_credit": "Reviewed and analysed by the Broadcastwell team",
  "review_statement": "The work was reviewed, analysed and worked on by the Broadcastwell team.",
  "headline_overlap_note": "The two wrong fixed-version answers and the two WordPress-error answers are the same two answers. These categories overlap and must not be added.",
  "limitations": [
    "This is a dated, descriptive snapshot of 10 questions, five engines and three runs per question. It is not a random sample of all answers or a statistical ranking.",
    "The 150 planned cells include two Google AI Overviews captures with no overview returned. These are excluded from the 148-answer headline base. Four other eligible answers were graded No answer and remain in that base.",
    "Potentially misleading is the reviewed rubric judgement, not evidence that anyone acted on an answer or remained unpatched. Incomplete does not automatically mean misleading.",
    "Restart coverage uses the 45 eligible answers to the three questions whose rubric required restart guidance. Other answer-level percentages use 148 eligible answers.",
    "Source counts are eligible answers citing a domain at least once, not links, source quality scores or independent verification of every cited claim. A domain may have more than one source type.",
    "The public answer text preserves captured wording except for explicitly marked exploit-mechanics removals in nine answer rows. All 150 rows, including both exclusions, remain available. The private originals were retained.",
    "The owner confirmed team approval of all existing grades without corrections. No per-row reviewer initials or comments were invented. Host comparisons preserve those approved review judgements against the dated Index snapshot.",
    "The study and Statement Index document answers and published statements. They do not scan, probe or assess the security of any company."
  ],
  "files": [
    {
      "name": "study-grades.csv",
      "sha256": "c0bfb42f9c4740322325426dcb94da6cf130bc8753606957ba66b08306d4cea5",
      "bytes": 192459
    },
    {
      "name": "study-answers.jsonl",
      "sha256": "60e6b6f70a62b0bee3d4bf0f6a9927ef82743ce848e12bb01bc7c47bc80328fc",
      "bytes": 417713
    },
    {
      "name": "STUDY_README.md",
      "sha256": "6755acef67333e8098e4f694a2ea582c4c78ec9bb31e893e52a85bbe7ff76163",
      "bytes": 4101
    },
    {
      "name": "METHOD.md",
      "sha256": "281d71615fde938018cbdb11d290627a88dfeb2d107447b0b5402af40fd3561e",
      "bytes": 5879
    }
  ],
  "source_domains_by_engine": {
    "ChatGPT": [
      {
        "domain": "php2shell.com",
        "answers_citing": 17,
        "type": "tracker"
      },
      {
        "domain": "php.net",
        "answers_citing": 16,
        "type": "official"
      },
      {
        "domain": "thephp.foundation",
        "answers_citing": 4,
        "type": "official"
      },
      {
        "domain": "ubuntu.com",
        "answers_citing": 4,
        "type": "vendor"
      },
      {
        "domain": "wordpress.org",
        "answers_citing": 4,
        "type": "official"
      },
      {
        "domain": "automattic.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "blog.cloudflare.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "bluehost.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "cisa.gov",
        "answers_citing": 3,
        "type": "official"
      },
      {
        "domain": "corelight.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "dreamhoststatus.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "github.com",
        "answers_citing": 3,
        "type": "forum / official"
      },
      {
        "domain": "godaddy.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "hostinger.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "namecheap.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "security.utoronto.ca",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "siteground.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "socradar.io",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "status.cloudways.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "status.getflywheel.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "status.kinsta.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "status.pantheon.io",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "tenable.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "content.govdelivery.com",
        "answers_citing": 2,
        "type": "official"
      },
      {
        "domain": "digital.nhs.uk",
        "answers_citing": 2,
        "type": "official"
      },
      {
        "domain": "ncsc.gov.uk",
        "answers_citing": 2,
        "type": "official"
      },
      {
        "domain": "php2shell.sh",
        "answers_citing": 2,
        "type": "tracker"
      },
      {
        "domain": "status.hetzner.com",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "web-cloud.status-ovhcloud.com",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "xint.io",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "access.redhat.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "blacklabel.hosting",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "cloud.google.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "digitalocean.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "ionos-status.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "it.tenable.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "media.defense.gov",
        "answers_citing": 1,
        "type": "official"
      },
      {
        "domain": "pentest-tools.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "php2shell.imperva.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "wiz.io",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "wordpress.com",
        "answers_citing": 1,
        "type": "vendor"
      }
    ],
    "Claude": [
      {
        "domain": "watchtowr.com",
        "answers_citing": 15,
        "type": "vendor"
      },
      {
        "domain": "socradar.io",
        "answers_citing": 11,
        "type": "vendor"
      },
      {
        "domain": "brandefense.io",
        "answers_citing": 10,
        "type": "vendor"
      },
      {
        "domain": "activeset.co",
        "answers_citing": 9,
        "type": "tracker"
      },
      {
        "domain": "meowapps.com",
        "answers_citing": 9,
        "type": "vendor"
      },
      {
        "domain": "tuxcare.com",
        "answers_citing": 9,
        "type": "vendor"
      },
      {
        "domain": "digidop.com",
        "answers_citing": 6,
        "type": "vendor"
      },
      {
        "domain": "helpnetsecurity.com",
        "answers_citing": 6,
        "type": "news"
      },
      {
        "domain": "recordedfuture.com",
        "answers_citing": 6,
        "type": "vendor"
      },
      {
        "domain": "sansec.io",
        "answers_citing": 6,
        "type": "vendor"
      },
      {
        "domain": "safeguard.sh",
        "answers_citing": 5,
        "type": "vendor"
      },
      {
        "domain": "aikido.dev",
        "answers_citing": 4,
        "type": "vendor"
      },
      {
        "domain": "almalinux.org",
        "answers_citing": 4,
        "type": "vendor"
      },
      {
        "domain": "snazzy.solutions",
        "answers_citing": 4,
        "type": "vendor"
      },
      {
        "domain": "sophos.com",
        "answers_citing": 4,
        "type": "vendor"
      },
      {
        "domain": "therepository.email",
        "answers_citing": 4,
        "type": "news"
      },
      {
        "domain": "actuatemedia.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "arvion.ai",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "blog.qualys.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "brillmark.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "corelight.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "cybersecuritynews.com",
        "answers_citing": 3,
        "type": "news"
      },
      {
        "domain": "dev.to",
        "answers_citing": 3,
        "type": "forum"
      },
      {
        "domain": "github.com",
        "answers_citing": 3,
        "type": "forum / official"
      },
      {
        "domain": "guidepointsecurity.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "medium.com",
        "answers_citing": 3,
        "type": "forum"
      },
      {
        "domain": "nebula.design",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "pentest-tools.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "slcyber.io",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "sygnia.co",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "tenable.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "thehackernews.com",
        "answers_citing": 3,
        "type": "news"
      },
      {
        "domain": "tjrobertson.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "ubuntu.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "armis.com",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "digitalapplied.com",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "en.wikipedia.org",
        "answers_citing": 2,
        "type": "tracker"
      },
      {
        "domain": "kodekloud.com",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "patchmon.net",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "secureinseconds.com",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "securitylabs.datadoghq.com",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "wiz.io",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "aiidelist.com",
        "answers_citing": 1,
        "type": "tracker"
      },
      {
        "domain": "arcticwolf.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "aws.amazon.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "bleepingcomputer.com",
        "answers_citing": 1,
        "type": "news"
      },
      {
        "domain": "blog.securelayer7.net",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "computingforgeeks.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "cybaverse.co.uk",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "elastic.co",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "flyingpenguin.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "malwarebytes.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "martincid.com",
        "answers_citing": 1,
        "type": "news"
      },
      {
        "domain": "newsweek.com",
        "answers_citing": 1,
        "type": "news"
      },
      {
        "domain": "penligent.ai",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "php2shell.uk",
        "answers_citing": 1,
        "type": "tracker"
      },
      {
        "domain": "projectdiscovery.io",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "prophetsecurity.ai",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "scantitan.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "techzine.eu",
        "answers_citing": 1,
        "type": "news"
      },
      {
        "domain": "wordify.com",
        "answers_citing": 1,
        "type": "vendor"
      }
    ],
    "Perplexity": [
      {
        "domain": "github.com",
        "answers_citing": 18,
        "type": "forum / official"
      },
      {
        "domain": "unlimitedwebhosting.co.uk",
        "answers_citing": 12,
        "type": "vendor"
      },
      {
        "domain": "sansec.io",
        "answers_citing": 9,
        "type": "vendor"
      },
      {
        "domain": "aikido.dev",
        "answers_citing": 6,
        "type": "vendor"
      },
      {
        "domain": "arvion.ai",
        "answers_citing": 6,
        "type": "vendor"
      },
      {
        "domain": "automox.com",
        "answers_citing": 6,
        "type": "vendor"
      },
      {
        "domain": "brandefense.io",
        "answers_citing": 6,
        "type": "vendor"
      },
      {
        "domain": "en.wikipedia.org",
        "answers_citing": 6,
        "type": "tracker"
      },
      {
        "domain": "meowapps.com",
        "answers_citing": 6,
        "type": "vendor"
      },
      {
        "domain": "panelica.com",
        "answers_citing": 6,
        "type": "vendor"
      },
      {
        "domain": "penligent.ai",
        "answers_citing": 6,
        "type": "vendor"
      },
      {
        "domain": "usatoday.com",
        "answers_citing": 6,
        "type": "news"
      },
      {
        "domain": "wppoland.com",
        "answers_citing": 6,
        "type": "vendor"
      },
      {
        "domain": "zarla.com",
        "answers_citing": 6,
        "type": "vendor"
      },
      {
        "domain": "arvindkumar.ca",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "automattic.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "aws.amazon.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "blog.cloudflare.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "blog.securelayer7.net",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "bostonglobe.com",
        "answers_citing": 3,
        "type": "news"
      },
      {
        "domain": "brillmark.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "builder.aws.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "cloud.google.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "criticalstart.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "cve.tools",
        "answers_citing": 3,
        "type": "tracker"
      },
      {
        "domain": "cybelangel.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "cyber.gc.ca",
        "answers_citing": 3,
        "type": "official"
      },
      {
        "domain": "deeprails.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "docs.aws.amazon.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "endorlabs.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "eye.security",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "getrff.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "gist.github.com",
        "answers_citing": 3,
        "type": "forum"
      },
      {
        "domain": "greenbone.net",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "guardz.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "help.defense.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "helpnetsecurity.com",
        "answers_citing": 3,
        "type": "news"
      },
      {
        "domain": "hostinger.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "kb.i-doit.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "kingy.ai",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "laravel.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "lilting.ch",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "malcare.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "mallory.ai",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "malwarebytes.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "martincid.com",
        "answers_citing": 3,
        "type": "news"
      },
      {
        "domain": "nebula.design",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "ox.security",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "php2shell.eu",
        "answers_citing": 3,
        "type": "tracker"
      },
      {
        "domain": "pwc.de",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "quantical.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "reflectiz.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "safeguard.sh",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "securityboulevard.com",
        "answers_citing": 3,
        "type": "news"
      },
      {
        "domain": "securityweek.com",
        "answers_citing": 3,
        "type": "news"
      },
      {
        "domain": "seosavages.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "seroundtable.com",
        "answers_citing": 3,
        "type": "news"
      },
      {
        "domain": "smarthost.ie",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "stackharbor.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "straffesites.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "techcommunity.microsoft.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "technext24.com",
        "answers_citing": 3,
        "type": "news"
      },
      {
        "domain": "tentenai.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "uptimerobot.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "uvcyber.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "watchtowr.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "wordpress.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "xcloud.host",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "zafran.io",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "almalinux.org",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "service.purdue.edu",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "ubuntu.com",
        "answers_citing": 1,
        "type": "vendor"
      }
    ],
    "Google AI Overviews": [
      {
        "domain": "youtube.com",
        "answers_citing": 12,
        "type": "forum"
      },
      {
        "domain": "reddit.com",
        "answers_citing": 10,
        "type": "forum"
      },
      {
        "domain": "watchtowr.com",
        "answers_citing": 7,
        "type": "vendor"
      },
      {
        "domain": "huntress.com",
        "answers_citing": 5,
        "type": "vendor"
      },
      {
        "domain": "armis.com",
        "answers_citing": 4,
        "type": "vendor"
      },
      {
        "domain": "cloud.google.com",
        "answers_citing": 4,
        "type": "vendor"
      },
      {
        "domain": "helpnetsecurity.com",
        "answers_citing": 4,
        "type": "news"
      },
      {
        "domain": "wp-umbrella.com",
        "answers_citing": 4,
        "type": "vendor"
      },
      {
        "domain": "blog.qualys.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "brandefense.io",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "en.wikipedia.org",
        "answers_citing": 3,
        "type": "tracker"
      },
      {
        "domain": "sansec.io",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "securitylabs.datadoghq.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "socradar.io",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "wordpress.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "action1.com",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "arvion.ai",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "automox.com",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "blackduck.com",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "dev.to",
        "answers_citing": 2,
        "type": "forum"
      },
      {
        "domain": "elastic.co",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "facebook.com",
        "answers_citing": 2,
        "type": "forum"
      },
      {
        "domain": "instagram.com",
        "answers_citing": 2,
        "type": "forum"
      },
      {
        "domain": "malwarebytes.com",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "meta.stackoverflow.com",
        "answers_citing": 2,
        "type": "forum"
      },
      {
        "domain": "pentest-tools.com",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "sentinelone.com",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "techzine.eu",
        "answers_citing": 2,
        "type": "news"
      },
      {
        "domain": "thehackernews.com",
        "answers_citing": 2,
        "type": "news"
      },
      {
        "domain": "thenextweb.com",
        "answers_citing": 2,
        "type": "news"
      },
      {
        "domain": "wiz.io",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "zafran.io",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "abstract.security",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "addy.io",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "aikido.dev",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "aws.amazon.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "bleepingcomputer.com",
        "answers_citing": 1,
        "type": "news"
      },
      {
        "domain": "blog.cloudflare.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "bluewin.ch",
        "answers_citing": 1,
        "type": "news"
      },
      {
        "domain": "c360red.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "cert.europa.eu",
        "answers_citing": 1,
        "type": "official"
      },
      {
        "domain": "clickk.com.au",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "cloudflare.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "codeable.io",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "corelight.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "daily.dev",
        "answers_citing": 1,
        "type": "forum"
      },
      {
        "domain": "flawfence.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "github.com",
        "answers_citing": 1,
        "type": "forum / official"
      },
      {
        "domain": "guardz.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "herodevs.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "infomaniak.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "intruder.io",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "ionix.io",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "itbutler.sa",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "laravel.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "levelup.gitconnected.com",
        "answers_citing": 1,
        "type": "forum"
      },
      {
        "domain": "matm.co.uk",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "nebula.design",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "news.ycombinator.com",
        "answers_citing": 1,
        "type": "forum"
      },
      {
        "domain": "newsweek.com",
        "answers_citing": 1,
        "type": "news"
      },
      {
        "domain": "outpost24.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "projectdiscovery.io",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "prophetsecurity.ai",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "recordedfuture.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "secureworld.io",
        "answers_citing": 1,
        "type": "news"
      },
      {
        "domain": "securityboulevard.com",
        "answers_citing": 1,
        "type": "news"
      },
      {
        "domain": "securityweek.com",
        "answers_citing": 1,
        "type": "news"
      },
      {
        "domain": "servicenow.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "sforce.co",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "sliplane.io",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "stackoverflow.com",
        "answers_citing": 1,
        "type": "forum"
      },
      {
        "domain": "strobes.co",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "support.cpanel.net",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "sweet.security",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "tatua.digital",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "techrepublic.com",
        "answers_citing": 1,
        "type": "news"
      },
      {
        "domain": "tenable.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "tutorlms.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "tuxcare.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "unit42.paloaltonetworks.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "wavect.io",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "x.com",
        "answers_citing": 1,
        "type": "forum"
      },
      {
        "domain": "xcloud.host",
        "answers_citing": 1,
        "type": "vendor"
      }
    ],
    "Google AI Mode": [
      {
        "domain": "wiz.io",
        "answers_citing": 14,
        "type": "vendor"
      },
      {
        "domain": "youtube.com",
        "answers_citing": 9,
        "type": "forum"
      },
      {
        "domain": "cloud.google.com",
        "answers_citing": 7,
        "type": "vendor"
      },
      {
        "domain": "watchtowr.com",
        "answers_citing": 7,
        "type": "vendor"
      },
      {
        "domain": "arcticwolf.com",
        "answers_citing": 6,
        "type": "vendor"
      },
      {
        "domain": "huntress.com",
        "answers_citing": 6,
        "type": "vendor"
      },
      {
        "domain": "reddit.com",
        "answers_citing": 6,
        "type": "forum"
      },
      {
        "domain": "armis.com",
        "answers_citing": 5,
        "type": "vendor"
      },
      {
        "domain": "recordedfuture.com",
        "answers_citing": 5,
        "type": "vendor"
      },
      {
        "domain": "aws.amazon.com",
        "answers_citing": 4,
        "type": "vendor"
      },
      {
        "domain": "blog.qualys.com",
        "answers_citing": 4,
        "type": "vendor"
      },
      {
        "domain": "en.wikipedia.org",
        "answers_citing": 4,
        "type": "tracker"
      },
      {
        "domain": "helpnetsecurity.com",
        "answers_citing": 4,
        "type": "news"
      },
      {
        "domain": "php.net",
        "answers_citing": 4,
        "type": "official"
      },
      {
        "domain": "projectdiscovery.io",
        "answers_citing": 4,
        "type": "vendor"
      },
      {
        "domain": "facebook.com",
        "answers_citing": 3,
        "type": "forum"
      },
      {
        "domain": "malwarebytes.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "pentest-tools.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "servicenow.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "thehackernews.com",
        "answers_citing": 3,
        "type": "news"
      },
      {
        "domain": "tuxcare.com",
        "answers_citing": 3,
        "type": "vendor"
      },
      {
        "domain": "instagram.com",
        "answers_citing": 2,
        "type": "forum"
      },
      {
        "domain": "meowapps.com",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "nsa.gov",
        "answers_citing": 2,
        "type": "official"
      },
      {
        "domain": "wp-umbrella.com",
        "answers_citing": 2,
        "type": "vendor"
      },
      {
        "domain": "x.com",
        "answers_citing": 2,
        "type": "forum"
      },
      {
        "domain": "addy.io",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "aikido.dev",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "automox.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "blog.checkpoint.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "blog.cloudflare.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "brandefense.io",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "cloudflare.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "cloudlinux.zendesk.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "cnbc.com",
        "answers_citing": 1,
        "type": "news"
      },
      {
        "domain": "cpanel.net",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "fortiguard.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "github.com",
        "answers_citing": 1,
        "type": "forum / official"
      },
      {
        "domain": "godaddy.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "hostinger.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "hurriyet.com.tr",
        "answers_citing": 1,
        "type": "news"
      },
      {
        "domain": "indianexpress.com",
        "answers_citing": 1,
        "type": "news"
      },
      {
        "domain": "linkedin.com",
        "answers_citing": 1,
        "type": "forum"
      },
      {
        "domain": "ncsc.gov.uk",
        "answers_citing": 1,
        "type": "official"
      },
      {
        "domain": "nebula.design",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "note.com",
        "answers_citing": 1,
        "type": "forum"
      },
      {
        "domain": "success.trendmicro.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "support.cpanel.net",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "therecord.media",
        "answers_citing": 1,
        "type": "news"
      },
      {
        "domain": "wordfence.com",
        "answers_citing": 1,
        "type": "vendor"
      },
      {
        "domain": "zafran.io",
        "answers_citing": 1,
        "type": "vendor"
      }
    ]
  },
  "hosts_most_named_by_engine": {
    "ChatGPT": [
      {
        "host": "Hostinger",
        "answers_naming": 3
      },
      {
        "host": "GoDaddy",
        "answers_naming": 3
      },
      {
        "host": "SiteGround",
        "answers_naming": 3
      },
      {
        "host": "Namecheap",
        "answers_naming": 3
      },
      {
        "host": "Kinsta",
        "answers_naming": 3
      },
      {
        "host": "Cloudways",
        "answers_naming": 3
      },
      {
        "host": "Flywheel",
        "answers_naming": 3
      },
      {
        "host": "Pantheon",
        "answers_naming": 3
      },
      {
        "host": "Bluehost",
        "answers_naming": 3
      },
      {
        "host": "DreamHost",
        "answers_naming": 3
      },
      {
        "host": "OVHcloud",
        "answers_naming": 2
      },
      {
        "host": "Hetzner",
        "answers_naming": 2
      },
      {
        "host": "IONOS",
        "answers_naming": 1
      },
      {
        "host": "HostGator",
        "answers_naming": 1
      },
      {
        "host": "Black Label Hosting",
        "answers_naming": 1
      }
    ],
    "Claude": [
      {
        "host": "WP Engine",
        "answers_naming": 3
      },
      {
        "host": "Flywheel",
        "answers_naming": 3
      },
      {
        "host": "Kinsta",
        "answers_naming": 3
      },
      {
        "host": "SiteGround",
        "answers_naming": 3
      },
      {
        "host": "Cloudways",
        "answers_naming": 3
      },
      {
        "host": "GoDaddy",
        "answers_naming": 3
      },
      {
        "host": "Pantheon",
        "answers_naming": 3
      },
      {
        "host": "InMotion Hosting",
        "answers_naming": 3
      },
      {
        "host": "CloudLinux",
        "answers_naming": 2
      },
      {
        "host": "Hostinger",
        "answers_naming": 2
      },
      {
        "host": "Bluehost / HostGator",
        "answers_naming": 2
      },
      {
        "host": "DreamHost",
        "answers_naming": 2
      },
      {
        "host": "Namecheap",
        "answers_naming": 2
      },
      {
        "host": "IONOS",
        "answers_naming": 2
      },
      {
        "host": "Automattic (WordPress.com, WordPress VIP, WP Cloud, Pressable)",
        "answers_naming": 1
      },
      {
        "host": "cPanel EasyApache 4",
        "answers_naming": 1
      },
      {
        "host": "cPanel",
        "answers_naming": 1
      },
      {
        "host": "OVHcloud",
        "answers_naming": 1
      },
      {
        "host": "Pressable",
        "answers_naming": 1
      },
      {
        "host": "WordPress.com / WordPress VIP / WP Cloud / Pressable (Automattic)",
        "answers_naming": 1
      },
      {
        "host": "20i",
        "answers_naming": 1
      },
      {
        "host": "Liquid Web / Nexcess",
        "answers_naming": 1
      }
    ],
    "Perplexity": [
      {
        "host": "Hostinger",
        "answers_naming": 3
      },
      {
        "host": "OVHcloud",
        "answers_naming": 3
      },
      {
        "host": "WP Engine",
        "answers_naming": 3
      },
      {
        "host": "xCloud",
        "answers_naming": 3
      },
      {
        "host": "SmartHost",
        "answers_naming": 3
      },
      {
        "host": "Unlimited Web Hosting",
        "answers_naming": 3
      },
      {
        "host": "Cloudflare",
        "answers_naming": 3
      },
      {
        "host": "CloudLinux-based hosts",
        "answers_naming": 1
      }
    ],
    "Google AI Overviews": [
      {
        "host": "WP Engine",
        "answers_naming": 1
      },
      {
        "host": "SiteGround",
        "answers_naming": 1
      },
      {
        "host": "GoDaddy",
        "answers_naming": 1
      },
      {
        "host": "cPanel & CloudLinux (EasyApache 4)",
        "answers_naming": 1
      },
      {
        "host": "DreamHost",
        "answers_naming": 1
      },
      {
        "host": "Flywheel",
        "answers_naming": 1
      },
      {
        "host": "Liquid Web",
        "answers_naming": 1
      },
      {
        "host": "Laravel Cloud",
        "answers_naming": 1
      },
      {
        "host": "Nexcess",
        "answers_naming": 1
      },
      {
        "host": "Cloudflare",
        "answers_naming": 1
      },
      {
        "host": "AWS",
        "answers_naming": 1
      },
      {
        "host": "Google Cloud",
        "answers_naming": 1
      },
      {
        "host": "Microsoft Azure",
        "answers_naming": 1
      },
      {
        "host": "Fastly",
        "answers_naming": 1
      },
      {
        "host": "Akamai",
        "answers_naming": 1
      },
      {
        "host": "Vercel",
        "answers_naming": 1
      },
      {
        "host": "WordPress.com",
        "answers_naming": 1
      },
      {
        "host": "WordPress VIP",
        "answers_naming": 1
      },
      {
        "host": "WP Cloud",
        "answers_naming": 1
      },
      {
        "host": "Pressable",
        "answers_naming": 1
      },
      {
        "host": "GoDaddy Managed WordPress",
        "answers_naming": 1
      },
      {
        "host": "GoDaddy Web Hosting and Windows Hosting",
        "answers_naming": 1
      },
      {
        "host": "GoDaddy VPS",
        "answers_naming": 1
      },
      {
        "host": "DigitalOcean",
        "answers_naming": 1
      }
    ],
    "Google AI Mode": [
      {
        "host": "DigitalOcean",
        "answers_naming": 3
      },
      {
        "host": "GoDaddy Managed WordPress",
        "answers_naming": 2
      },
      {
        "host": "AWS",
        "answers_naming": 2
      },
      {
        "host": "CloudLinux",
        "answers_naming": 1
      },
      {
        "host": "Hostinger",
        "answers_naming": 1
      },
      {
        "host": "Cloudflare",
        "answers_naming": 1
      },
      {
        "host": "Bluehost",
        "answers_naming": 1
      },
      {
        "host": "SiteGround",
        "answers_naming": 1
      }
    ]
  }
}
