Source Map · release 2026-09

Insurance agency management systems: where the answers cite

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Answers captured 2026-09-22. Valid answers: 150 of 150 (100.0%) target attempts. The September release's naming and citation figures are unchanged.

Citation shares count each distinct returned URL once per answer. Answer shares count a domain once per answer. A checked-vendor domain is any canonical domain or alias in this category's fixed set. Own is evaluated relative to each vendor in the downloadable rules.

Titles not fetched: 142 of 440 (32.3%) distinct cited URLs. We use the URL path where a title could not be read.

Complete source classes and fired rules · Category record

ChatGPT

Valid answers: 30 of 30 (100.0%) recorded attempts.

Source mix for ChatGPT
Source classCitations
checked vendor130 of 152 (85.5%)
review platform2 of 152 (1.3%)
community0 of 152 (0.0%)
video0 of 152 (0.0%)
reference0 of 152 (0.0%)
academic government3 of 152 (2.0%)
media0 of 152 (0.0%)
ranked list0 of 152 (0.0%)
other company17 of 152 (11.2%)
other0 of 152 (0.0%)

Checked vendors' owned sites: 130 of 152 (85.5%) citations. Other companies: 17 of 152 (11.2%). Ranked lists: 0 of 152 (0.0%).

Ten most-cited domains for ChatGPT
DomainClassCitationsAnswers
ezlynx.comchecked vendor32 of 152 (21.1%)17 of 30 (56.7%)
vertafore.comchecked vendor29 of 152 (19.1%)15 of 30 (50.0%)
hawksoft.comchecked vendor27 of 152 (17.8%)17 of 30 (56.7%)
appliedsystems.comchecked vendor19 of 152 (12.5%)15 of 30 (50.0%)
agencybloc.comchecked vendor11 of 152 (7.2%)8 of 30 (26.7%)
nextagency.comchecked vendor4 of 152 (2.6%)3 of 30 (10.0%)
agencyrevolution.comother company3 of 152 (2.0%)3 of 30 (10.0%)
hubspot.comother company3 of 152 (2.0%)3 of 30 (10.0%)
independentagent.comother company3 of 152 (2.0%)2 of 30 (6.7%)
insuredmine.comchecked vendor3 of 152 (2.0%)3 of 30 (10.0%)

Claude

Valid answers: 30 of 30 (100.0%) recorded attempts.

Source mix for Claude
Source classCitations
checked vendor23 of 284 (8.1%)
review platform54 of 284 (19.0%)
community0 of 284 (0.0%)
video0 of 284 (0.0%)
reference0 of 284 (0.0%)
academic government0 of 284 (0.0%)
media3 of 284 (1.1%)
ranked list184 of 284 (64.8%)
other company20 of 284 (7.0%)
other0 of 284 (0.0%)

Checked vendors' owned sites: 23 of 284 (8.1%) citations. Other companies: 20 of 284 (7.0%). Ranked lists: 184 of 284 (64.8%).

Ten most-cited domains for Claude
DomainClassCitationsAnswers
selecthub.comranked list31 of 284 (10.9%)16 of 30 (53.3%)
g2.comreview platform26 of 284 (9.2%)21 of 30 (70.0%)
ustechautomations.comranked list18 of 284 (6.3%)18 of 30 (60.0%)
brokerageaudit.comranked list17 of 284 (6.0%)12 of 30 (40.0%)
agencymate.comranked list14 of 284 (4.9%)14 of 30 (46.7%)
quotesweep.comranked list14 of 284 (4.9%)14 of 30 (46.7%)
softwareworld.coranked list11 of 284 (3.9%)8 of 30 (26.7%)
capterra.comreview platform10 of 284 (3.5%)8 of 30 (26.7%)
wifitalents.comranked list10 of 284 (3.5%)6 of 30 (20.0%)
softwareadvice.comreview platform9 of 284 (3.2%)7 of 30 (23.3%)

Perplexity

Valid answers: 30 of 30 (100.0%) recorded attempts.

Source mix for Perplexity
Source classCitations
checked vendor80 of 671 (11.9%)
review platform95 of 671 (14.2%)
community7 of 671 (1.0%)
video0 of 671 (0.0%)
reference0 of 671 (0.0%)
academic government0 of 671 (0.0%)
media6 of 671 (0.9%)
ranked list381 of 671 (56.8%)
other company90 of 671 (13.4%)
other12 of 671 (1.8%)

Checked vendors' owned sites: 80 of 671 (11.9%) citations. Other companies: 90 of 671 (13.4%). Ranked lists: 381 of 671 (56.8%).

Ten most-cited domains for Perplexity
DomainClassCitationsAnswers
ustechautomations.comranked list47 of 671 (7.0%)14 of 30 (46.7%)
g2.comreview platform46 of 671 (6.9%)22 of 30 (73.3%)
insurancejournal.comranked list27 of 671 (4.0%)6 of 30 (20.0%)
selecthub.comranked list24 of 671 (3.6%)15 of 30 (50.0%)
capterra.comreview platform19 of 671 (2.8%)12 of 30 (40.0%)
softwareadvice.comreview platform18 of 671 (2.7%)15 of 30 (50.0%)
appliedsystems.comchecked vendor17 of 671 (2.5%)12 of 30 (40.0%)
agencybloc.comchecked vendor15 of 671 (2.2%)6 of 30 (20.0%)
assembly.comranked list15 of 671 (2.2%)15 of 30 (50.0%)
ezlynx.comchecked vendor15 of 671 (2.2%)9 of 30 (30.0%)

Google AI Overviews

Valid answers: 30 of 30 (100.0%) recorded attempts.

Source mix for Google AI Overviews
Source classCitations
checked vendor54 of 242 (22.3%)
review platform18 of 242 (7.4%)
community32 of 242 (13.2%)
video3 of 242 (1.2%)
reference0 of 242 (0.0%)
academic government0 of 242 (0.0%)
media0 of 242 (0.0%)
ranked list117 of 242 (48.3%)
other company18 of 242 (7.4%)
other0 of 242 (0.0%)

Checked vendors' owned sites: 54 of 242 (22.3%) citations. Other companies: 18 of 242 (7.4%). Ranked lists: 117 of 242 (48.3%).

Ten most-cited domains for Google AI Overviews
DomainClassCitationsAnswers
reddit.comcommunity32 of 242 (13.2%)15 of 30 (50.0%)
ustechautomations.comranked list18 of 242 (7.4%)16 of 30 (53.3%)
unlockedcrm.airanked list16 of 242 (6.6%)12 of 30 (40.0%)
g2.comreview platform13 of 242 (5.4%)13 of 30 (43.3%)
agencymate.comranked list11 of 242 (4.5%)10 of 30 (33.3%)
nextagency.comchecked vendor11 of 242 (4.5%)7 of 30 (23.3%)
agencybloc.comchecked vendor10 of 242 (4.1%)5 of 30 (16.7%)
ezlynx.comchecked vendor9 of 242 (3.7%)8 of 30 (26.7%)
hawksoft.comchecked vendor9 of 242 (3.7%)8 of 30 (26.7%)
appliedsystems.comchecked vendor8 of 242 (3.3%)8 of 30 (26.7%)

Google AI Mode

Valid answers: 30 of 30 (100.0%) recorded attempts.

Source mix for Google AI Mode
Source classCitations
checked vendor32 of 110 (29.1%)
review platform16 of 110 (14.5%)
community4 of 110 (3.6%)
video2 of 110 (1.8%)
reference0 of 110 (0.0%)
academic government0 of 110 (0.0%)
media0 of 110 (0.0%)
ranked list51 of 110 (46.4%)
other company4 of 110 (3.6%)
other1 of 110 (0.9%)

Checked vendors' owned sites: 32 of 110 (29.1%) citations. Other companies: 4 of 110 (3.6%). Ranked lists: 51 of 110 (46.4%).

Ten most-cited domains for Google AI Mode
DomainClassCitationsAnswers
ustechautomations.comranked list15 of 110 (13.6%)12 of 30 (40.0%)
g2.comreview platform10 of 110 (9.1%)10 of 30 (33.3%)
getperspective.airanked list6 of 110 (5.5%)6 of 30 (20.0%)
appliedsystems.comchecked vendor5 of 110 (4.5%)5 of 30 (16.7%)
hawksoft.comchecked vendor5 of 110 (4.5%)5 of 30 (16.7%)
nextagency.comchecked vendor5 of 110 (4.5%)3 of 30 (10.0%)
agencymate.comranked list4 of 110 (3.6%)4 of 30 (13.3%)
ezlynx.comchecked vendor4 of 110 (3.6%)4 of 30 (13.3%)
quotesweep.comranked list4 of 110 (3.6%)4 of 30 (13.3%)
reddit.comcommunity4 of 110 (3.6%)4 of 30 (13.3%)

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.