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        },
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        },
        {
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      ]
    },
    {
      "id": "q7",
      "text": "Procore vs Buildertrend, which is better for a small GC",
      "type": "buyer evaluation",
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        {
          "name": "Contractor Foreman",
          "url": "/vendors/contractor-foreman/construction-project-management/",
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            "rate": 6.7,
            "lower": 1.2,
            "upper": 29.8
          }
        },
        {
          "name": "JobTread",
          "url": "/vendors/jobtread/construction-project-management/",
          "named": {
            "count": 1,
            "base": 15,
            "rate": 6.7,
            "lower": 1.2,
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          }
        },
        {
          "name": "Autodesk Construction Cloud",
          "url": "/vendors/autodesk-construction-cloud/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
            "lower": 0,
            "upper": 20.4
          }
        },
        {
          "name": "Buildxact",
          "url": "/vendors/buildxact/construction-project-management/",
          "named": {
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            "base": 15,
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          }
        },
        {
          "name": "CMiC",
          "url": "/vendors/cmic/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
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        },
        {
          "name": "ConstructionOnline",
          "url": "/vendors/constructiononline/construction-project-management/",
          "named": {
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            "base": 15,
            "rate": 0,
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          }
        },
        {
          "name": "eSUB",
          "url": "/vendors/esub/construction-project-management/",
          "named": {
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            "base": 15,
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        },
        {
          "name": "Fieldwire",
          "url": "/vendors/fieldwire/construction-project-management/",
          "named": {
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            "base": 15,
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        },
        {
          "name": "Foundation Software",
          "url": "/vendors/foundation-software/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
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        },
        {
          "name": "InEight",
          "url": "/vendors/ineight/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
            "lower": 0,
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          }
        },
        {
          "name": "Jonas Construction",
          "url": "/vendors/jonas-construction/construction-project-management/",
          "named": {
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          }
        },
        {
          "name": "Kahua",
          "url": "/vendors/kahua/construction-project-management/",
          "named": {
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            "base": 15,
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        },
        {
          "name": "Leap",
          "url": "/vendors/leap/construction-project-management/",
          "named": {
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        },
        {
          "name": "Linarc",
          "url": "/vendors/linarc/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
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          }
        },
        {
          "name": "Oracle Construction and Engineering",
          "url": "/vendors/oracle-construction-and-engineering/construction-project-management/",
          "named": {
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            "base": 15,
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          }
        },
        {
          "name": "Penta Software",
          "url": "/vendors/penta-software/construction-project-management/",
          "named": {
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            "base": 15,
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          }
        },
        {
          "name": "Raken",
          "url": "/vendors/raken/construction-project-management/",
          "named": {
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            "base": 15,
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        },
        {
          "name": "RedTeam",
          "url": "/vendors/redteam/construction-project-management/",
          "named": {
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            "base": 15,
            "rate": 0,
            "lower": 0,
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          }
        },
        {
          "name": "Sage 300 CRE",
          "url": "/vendors/sage-300-cre/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
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          }
        },
        {
          "name": "Trimble Viewpoint",
          "url": "/vendors/trimble-viewpoint/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
            "lower": 0,
            "upper": 20.4
          }
        }
      ],
      "engines": [
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          "engine": "ChatGPT",
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            "count": 3,
            "base": 3,
            "rate": 100,
            "lower": 43.9,
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          }
        },
        {
          "engine": "Claude",
          "named": {
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          }
        },
        {
          "engine": "Perplexity",
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        },
        {
          "engine": "Google AI Overviews",
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        },
        {
          "engine": "Google AI Mode",
          "named": {
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            "rate": 66.7,
            "lower": 20.8,
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          }
        }
      ]
    },
    {
      "id": "q8",
      "text": "Kahua vs e-Builder for an owner running capital projects",
      "type": "buyer evaluation",
      "excluded_answers": 0,
      "named": {
        "count": 0,
        "base": 15,
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      },
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          "name": "Kahua",
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          }
        },
        {
          "name": "Foundation Software",
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          }
        },
        {
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        },
        {
          "name": "Buildertrend",
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        },
        {
          "name": "Buildxact",
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        },
        {
          "name": "CMiC",
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        },
        {
          "name": "ConstructionOnline",
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        },
        {
          "name": "Contractor Foreman",
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        },
        {
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        },
        {
          "name": "Fieldwire",
          "url": "/vendors/fieldwire/construction-project-management/",
          "named": {
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        },
        {
          "name": "InEight",
          "url": "/vendors/ineight/construction-project-management/",
          "named": {
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        },
        {
          "name": "JobTread",
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          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
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          }
        },
        {
          "name": "Jonas Construction",
          "url": "/vendors/jonas-construction/construction-project-management/",
          "named": {
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            "base": 15,
            "rate": 0,
            "lower": 0,
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          }
        },
        {
          "name": "Leap",
          "url": "/vendors/leap/construction-project-management/",
          "named": {
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            "base": 15,
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          }
        },
        {
          "name": "Linarc",
          "url": "/vendors/linarc/construction-project-management/",
          "named": {
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        },
        {
          "name": "Oracle Construction and Engineering",
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          "named": {
            "count": 0,
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        },
        {
          "name": "Penta Software",
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        },
        {
          "name": "Procore",
          "url": "/vendors/procore/construction-project-management/",
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          }
        },
        {
          "name": "Raken",
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          "named": {
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        },
        {
          "name": "RedTeam",
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          "named": {
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          }
        },
        {
          "name": "Sage 300 CRE",
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          "named": {
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          }
        },
        {
          "name": "Trimble Viewpoint",
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          "named": {
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      ],
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          "engine": "ChatGPT",
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        {
          "engine": "Claude",
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        },
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          "engine": "Perplexity",
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        },
        {
          "engine": "Google AI Overviews",
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        },
        {
          "engine": "Google AI Mode",
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          }
        }
      ]
    },
    {
      "id": "q9",
      "text": "what should I look for when choosing construction project management software",
      "type": "buyer evaluation",
      "excluded_answers": 0,
      "named": {
        "count": 1,
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        },
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          "name": "Buildertrend",
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          }
        },
        {
          "name": "Autodesk Construction Cloud",
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          "named": {
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        },
        {
          "name": "Buildxact",
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        },
        {
          "name": "CMiC",
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          "named": {
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            "base": 15,
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        },
        {
          "name": "ConstructionOnline",
          "url": "/vendors/constructiononline/construction-project-management/",
          "named": {
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          }
        },
        {
          "name": "Contractor Foreman",
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        },
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        },
        {
          "name": "Fieldwire",
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        },
        {
          "name": "Foundation Software",
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        },
        {
          "name": "InEight",
          "url": "/vendors/ineight/construction-project-management/",
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        },
        {
          "name": "JobTread",
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        },
        {
          "name": "Jonas Construction",
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          }
        },
        {
          "name": "Kahua",
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        },
        {
          "name": "Leap",
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        },
        {
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          "named": {
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          }
        },
        {
          "name": "Oracle Construction and Engineering",
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          "named": {
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        },
        {
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          "named": {
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          }
        },
        {
          "name": "Raken",
          "url": "/vendors/raken/construction-project-management/",
          "named": {
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        },
        {
          "name": "RedTeam",
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          "named": {
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          }
        },
        {
          "name": "Sage 300 CRE",
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            "base": 15,
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          }
        },
        {
          "name": "Trimble Viewpoint",
          "url": "/vendors/trimble-viewpoint/construction-project-management/",
          "named": {
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          }
        }
      ],
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          "engine": "ChatGPT",
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        },
        {
          "engine": "Claude",
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        },
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          "engine": "Google AI Overviews",
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        },
        {
          "engine": "Google AI Mode",
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        }
      ]
    },
    {
      "id": "q10",
      "text": "best construction software for a small GC that needs estimating and scheduling without Procore complexity",
      "type": "specific workflow",
      "excluded_answers": 0,
      "named": {
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        "upper": 58.3
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          "name": "Contractor Foreman",
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            "lower": 79.6,
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        },
        {
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            "base": 15,
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            "lower": 70.2,
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          }
        },
        {
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        },
        {
          "name": "Buildxact",
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        },
        {
          "name": "Buildertrend",
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        },
        {
          "name": "Foundation Software",
          "url": "/vendors/foundation-software/construction-project-management/",
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        },
        {
          "name": "Autodesk Construction Cloud",
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        },
        {
          "name": "CMiC",
          "url": "/vendors/cmic/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
            "lower": 0,
            "upper": 20.4
          }
        },
        {
          "name": "ConstructionOnline",
          "url": "/vendors/constructiononline/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
            "lower": 0,
            "upper": 20.4
          }
        },
        {
          "name": "eSUB",
          "url": "/vendors/esub/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
            "lower": 0,
            "upper": 20.4
          }
        },
        {
          "name": "Fieldwire",
          "url": "/vendors/fieldwire/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
            "lower": 0,
            "upper": 20.4
          }
        },
        {
          "name": "InEight",
          "url": "/vendors/ineight/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
            "lower": 0,
            "upper": 20.4
          }
        },
        {
          "name": "Jonas Construction",
          "url": "/vendors/jonas-construction/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
            "lower": 0,
            "upper": 20.4
          }
        },
        {
          "name": "Kahua",
          "url": "/vendors/kahua/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
            "lower": 0,
            "upper": 20.4
          }
        },
        {
          "name": "Leap",
          "url": "/vendors/leap/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
            "lower": 0,
            "upper": 20.4
          }
        },
        {
          "name": "Linarc",
          "url": "/vendors/linarc/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
            "lower": 0,
            "upper": 20.4
          }
        },
        {
          "name": "Oracle Construction and Engineering",
          "url": "/vendors/oracle-construction-and-engineering/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
            "lower": 0,
            "upper": 20.4
          }
        },
        {
          "name": "Penta Software",
          "url": "/vendors/penta-software/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
            "lower": 0,
            "upper": 20.4
          }
        },
        {
          "name": "Raken",
          "url": "/vendors/raken/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
            "lower": 0,
            "upper": 20.4
          }
        },
        {
          "name": "RedTeam",
          "url": "/vendors/redteam/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
            "lower": 0,
            "upper": 20.4
          }
        },
        {
          "name": "Sage 300 CRE",
          "url": "/vendors/sage-300-cre/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
            "lower": 0,
            "upper": 20.4
          }
        },
        {
          "name": "Trimble Viewpoint",
          "url": "/vendors/trimble-viewpoint/construction-project-management/",
          "named": {
            "count": 0,
            "base": 15,
            "rate": 0,
            "lower": 0,
            "upper": 20.4
          }
        }
      ],
      "engines": [
        {
          "engine": "ChatGPT",
          "named": {
            "count": 0,
            "base": 3,
            "rate": 0,
            "lower": 0,
            "upper": 56.1
          }
        },
        {
          "engine": "Claude",
          "named": {
            "count": 3,
            "base": 3,
            "rate": 100,
            "lower": 43.9,
            "upper": 100
          }
        },
        {
          "engine": "Perplexity",
          "named": {
            "count": 0,
            "base": 3,
            "rate": 0,
            "lower": 0,
            "upper": 56.1
          }
        },
        {
          "engine": "Google AI Overviews",
          "named": {
            "count": 0,
            "base": 3,
            "rate": 0,
            "lower": 0,
            "upper": 56.1
          }
        },
        {
          "engine": "Google AI Mode",
          "named": {
            "count": 2,
            "base": 3,
            "rate": 66.7,
            "lower": 20.8,
            "upper": 93.9
          }
        }
      ]
    }
  ],
  "engines": [
    {
      "name": "ChatGPT",
      "named": {
        "count": 17,
        "base": 30,
        "rate": 56.7,
        "lower": 39.2,
        "upper": 72.6
      }
    },
    {
      "name": "Claude",
      "named": {
        "count": 21,
        "base": 30,
        "rate": 70,
        "lower": 52.1,
        "upper": 83.3
      }
    },
    {
      "name": "Perplexity",
      "named": {
        "count": 15,
        "base": 30,
        "rate": 50,
        "lower": 33.2,
        "upper": 66.8
      }
    },
    {
      "name": "Google AI Overviews",
      "named": {
        "count": 15,
        "base": 30,
        "rate": 50,
        "lower": 33.2,
        "upper": 66.8
      }
    },
    {
      "name": "Google AI Mode",
      "named": {
        "count": 15,
        "base": 30,
        "rate": 50,
        "lower": 33.2,
        "upper": 66.8
      }
    }
  ],
  "method": {
    "version": "v1.1",
    "engines": [
      "ChatGPT",
      "Claude",
      "Perplexity",
      "Google AI Overviews",
      "Google AI Mode"
    ],
    "repeats": 3,
    "questions_per_category": 10,
    "question_shapes": [
      "best option",
      "specific workflow",
      "top tools",
      "alternative",
      "buyer evaluation"
    ],
    "matching_rule": "index-intake-v1.1",
    "control_categories": [
      "crm",
      "construction-project-management"
    ],
    "run_configuration": "5 engines, 3 repeats, 10 fixed buyer questions, and one checked set.",
    "controls_run": true,
    "control_questions_count": 5
  },
  "capture_dates": [
    "2026-09-21"
  ],
  "capture_date_note": "Dates of the published source captures. The separately evidenced answer capture date is in answer_captured_on.",
  "exclusions": [],
  "exclusions_note": "0 target answers excluded; exact reasons are listed. Controls were run outside the scored base.",
  "commissioned_engagement": false,
  "doi": "10.5281/zenodo.22907695",
  "license": "CC BY 4.0 with attribution to Broadcastwell",
  "citation_erratum": null,
  "downloads": {
    "release": "/data/release-2026-09.json",
    "csv": "/data/construction-project-management-2026-09.csv"
  },
  "history": [],
  "framing": "Observed answers on stated dates, not a ranking. This is not a judgment of product quality."
}
