The 100 Most-Cited Websites in Google AI Mode for High-Stakes Insurance Consumer Decisions

Research ranking the 100 most-cited websites in Google AI Mode for insurance decisions, based on 3,966 responses across 12 verticals.

Research24 minutesUpdated Sep 29, 2026By Mark Huntley, J.D.

A three-month citation-authority study across 12 insurance verticals, 3,966 deduplicated Google AI Mode responses, 30,280 visible citation events, and 2,245 cited registrable domains.

Google AI Mode does not use the same source market for insurance that it uses across high-stakes consumer decisions generally. In this panel, U.S. News, NerdWallet, Forbes, Money.com and Reddit lead the insurance ranking, while specialist insurance sources such as Insurify, Squaremouth, Humana, Pawlicy, InsureMyTrip, HealthcareInsider and Guardian Life gain materially when the analysis is restricted to insurance.

The result matters commercially because an AI-search outreach list built from a broad platform leaderboard can miss many of the sources that recur around a specific buying decision. Insurance narrows the relevant publisher and first-party source market considerably.

Answer Capsule

LLM Authority Index analyzed 3,966 deduplicated Google AI Mode responses across 12 insurance verticals from July through September 2026. U.S. News ranked #1 at 20.8% response citation coverage, narrowly ahead of NerdWallet at 20.7% and Forbes at 19.6%. The Top 100 captured 65.9% of domain-response appearances, compared with 46.6% in the broader Google AI Mode high-stakes study. 81 domains remained in the insurance Top 100 in all three months. The key commercial lesson is that insurance-specific AI Mode authority is meaningfully more concentrated than broad platform authority and includes a mix of broad publishers, insurance specialists, community sources and carrier-owned domains.

Key Findings

  • usnews.com ranks #1 at 20.8% response coverage.
  • The next four domains are nerdwallet.com (20.7%), forbes.com (19.6%), money.com (15.0%), and reddit.com (14.2%).
  • The Top 100 account for 65.9% of domain-response appearances in this insurance slice, compared with 46.6% in the broader Google AI Mode high-stakes study.
  • 81 domains stayed in this insurance Top 100 in all three months, compared with 83 in the broader Google AI Mode study.
  • The insurance Top 100 shares 90 domains with the all-platform Insurance Top 100, but only 47 with the broader Google AI Mode Top 100.
  • It shares 87 domains with the Google AI Overviews insurance Top 100, underscoring that platform choice changes the practical publisher opportunity set.

Additional findings:

  • Google AI Mode produced 30,280 visible citation events in this insurance slice, or about 7.6 citation events per deduplicated response before response-level domain deduplication.
  • The Top 10 domains account for 24.6% of domain-response appearances and 27.7% of visible citation events.
  • U.S. News ranks first overall, but vertical leaders vary sharply. Insurify leads Car Insurance, Delta Dental leads Dental Insurance, Guardian Life leads Disability Insurance, Kaiser Permanente leads Health Insurance, NerdWallet leads Life Insurance, CNBC leads Long-Term Care Insurance, NerdWallet leads Medicare Supplement, U.S. News narrowly leads Pawlicy in Pet Insurance, U.S. News leads Renters Insurance, UnitedHealthcare leads Short Term Health Insurance, Squaremouth leads Travel Insurance, and Reddit leads Vision Insurance.
  • Insurance and broad AI Mode rankings overlap by only 47 domains out of 100, even though the insurance slice is drawn from the same platform family.
  • The Google AI Mode insurance and Google AI Overviews insurance Top 100 lists share 87 domains, a much higher overlap than either has with the platform-wide Top 100.

Want the full Authority Index

The paid deep-dive adds competitor threat profiles, the gap matrix, citation failure map, platform-by-platform recovery roadmap, and client-specific economic modeling.

Questions This Study Answers

  • Which websites does Google AI Mode cite most often for high-stakes insurance decisions?
  • How concentrated is the insurance citation source market inside Google AI Mode?
  • Which publishers gain the most when analysis is restricted to insurance rather than all high-stakes topics?
  • Which domains lead Car Insurance, Life Insurance, Pet Insurance, Travel Insurance, Medicare Supplement and the other insurance verticals?
  • How stable was the Google AI Mode insurance Top 100 from July through September 2026?
  • How much does the insurance Top 100 overlap with Google AI Mode's broader source universe?
  • How similar are Google AI Mode and Google AI Overviews when the prompt family is held to insurance?
  • What do the results imply for publishers, carriers, brokers, comparison sites and CMOs trying to improve AI citation visibility?

Why This Research Belongs in Daily AI Search Marketing Decisions

This study is research-based, but its purpose is commercial decision support.

This Article sits at the intersection of two commercially useful views of the same source market:

  • the Google AI Mode platform view, which asks which sources recur across high-stakes decisions on one Google surface; and
  • the Insurance category view, which asks which sources recur across six AI platforms for one insurance decision family.

For publishers, that intersection creates a more precise commercial claim than simply saying a site is "visible in AI." A publisher can document whether its visibility is strong specifically inside Google AI Mode for insurance decisions, whether that visibility persists over time, and whether its authority is broad across several insurance products or concentrated in one specialist category.

For carriers, brokers, comparison sites, insurtechs and CMOs, the operating question is:

Which sources are already present around the exact insurance decisions our customers ask Google AI Mode to help them make?

Three findings matter for daily planning:

  • the Top 100 account for 65.9% of domain-response appearances in this insurance AI Mode slice;
  • 81 domains remained in the Top 100 in July, August and September; and
  • the median of the three monthly Top 100 Jaccard comparisons was 75.4%.

That is a strong persistence signal for this platform-category intersection.

The final validated Insurance child studies show that the Google AI Mode insurance Top 100 shared 87 domains with Google AI Overviews, 59 with Perplexity, 55 with Gemini and 50 with ChatGPT. The Microsoft Copilot Insurance child file is currently corrupted and duplicates Gemini content, so this article does not use that child file to calculate an AI Mode vs. Copilot overlap.

The parent Insurance category study remains the authoritative six-platform summary. It reports 80.2% temporal persistence, 29.0% cross-platform portability, and an approximate 51.2 percentage-point Persistence-Portability Gap under the published summary-based methodology.

That category gap is exploratory. It is based on published category summary statistics, not a new platform-by-month controlled experiment.

The defensible commercial conclusion is:

Google AI Mode insurance authority is highly persistent over time, but it still does not transfer evenly to other AI engines, and the relevant source market changes again by insurance product.

Current outside research supports that narrower interpretation. Conductor's 2026 insurance benchmark reports that Google AI Mode produced 43.9% of the insurance citations in its seven-engine corpus and averaged 7.3 citations per answer. Conductor insurance benchmarks

Ahrefs' broad September 2026 U.S. AI Mode benchmark instead ranks Reddit, YouTube, Google, Facebook and Instagram as its five largest sources by mention share. Ahrefs Google AI Mode citations

Tinuiti's Q3 2026 research reports more than 13x growth in google.com's share of AI Mode citations during 2026 and notes increasing use of Google-owned surfaces such as Google Business Profiles and product cards. Tinuiti Q3 AI Citation Trends

Those studies use different prompt populations, denominators and source taxonomies. Their percentages should not be merged with this ranking. The useful agreement is structural: AI Mode source behavior changes by category, source role and measurement contract.

Commercial Action Matrix: What Publishers and CMOs Can Do With the Findings

Research findingWhat insurance publishers can responsibly sayWhat carriers, brokers and CMOs can reasonably do
U.S. News, NerdWallet, Forbes, Money.com and Reddit lead this insurance Google AI Mode source map"Our domain is measurably visible in Google AI Mode for high-stakes insurance decisions."Use the category leaders as a strategic research tier, then evaluate fit for the exact insurance product and prompt cluster.
The Top 100 account for 65.9% of domain-response appearances"Insurance AI Mode sourcing is meaningfully concentrated in this measured panel."Start with the recurring high-authority source layer before expanding into specialists and the long tail.
81 domains remained in the Top 100 across all three months"Multi-month visibility is stronger evidence of durable AI Mode authority than a one-time screenshot."Maintain a stable source-priority list and update it with current data rather than rebuilding it from scratch every month.
Median monthly Top 100 persistence is 75.4%"The leading insurance AI Mode source portfolio was highly persistent during the study window."Use persistence as a planning signal while still monitoring individual high-value prompts and verticals.
Google AI Mode shares 87 Insurance Top 100 domains with Google AI Overviews"The two Google AI surfaces have unusually strong insurance source overlap."Coordinate Google-focused publisher strategy while continuing to measure AI Mode and AI Overviews separately.
Google AI Mode shares 59 domains with Perplexity, 55 with Gemini and 50 with ChatGPT"Strong insurance AI Mode authority does not establish equivalent authority on every AI engine."Maintain platform-specific source maps rather than extending Google assumptions across the market.
The Insurance parent study reports a 51.2-point exploratory Persistence-Portability Gap"Insurance source authority was much more persistent over time than portable across platforms in this panel."Separate the time question from the platform question when deciding which publishers deserve ongoing investment.
The insurance AI Mode Top 100 shares only 47 domains with the overall Google AI Mode Top 100"Category-specific authority can be commercially meaningful even without broad platform-wide rank."Use insurance-specific source maps instead of generic lists of sites AI Mode cites.
Insurify, Delta Dental, Guardian Life, Kaiser Permanente, Squaremouth and other specialists lead individual product decisions"Our strongest authority may be product-specific rather than category-wide."Build source strategy at the exact insurance-product and prompt-cluster level.
Carrier-owned domains recur alongside publishers and comparison sites"First-party insurance content participates directly in the visible AI Mode source layer."Audit product facts, pricing context, eligibility, coverage explanations and comparisons alongside earned-media opportunities.
External research shows rapidly increasing Google-owned source participation in AI Mode"Independent publisher visibility should be distinguished from platform-owned source visibility."Separate Google-owned surfaces from independent publishers and first-party insurance sites when prioritizing outreach and content work.
Citation visibility does not establish recommendation causality"Our content is measurably present in the visible AI Mode source layer."Use citation data to prioritize research, PR and content work, then separately measure mentions, recommendation rate, rank, sentiment and citation-recommendation coupling.

The daily operating model is therefore four-layered:

  1. Durable insurance AI Mode core: maintain the sources that repeatedly matter across months.
  2. Product-specific layer: identify which sources dominate the exact insurance decision.
  3. Source-role layer: separate publishers, comparison sites, Google-owned surfaces, communities and first-party carrier domains.
  4. Cross-platform check: determine whether the same sources also matter in AI Overviews, ChatGPT, Gemini, Perplexity and Copilot.

Citation visibility is evidence of source presence. It is not proof that obtaining coverage, advertising, a partnership or a placement on a cited domain will cause Google AI Mode to recommend an insurer or product.

Want the full Authority Index

The paid deep-dive adds competitor threat profiles, the gap matrix, citation failure map, platform-by-platform recovery roadmap, and client-specific economic modeling.

How This Study Fits the High-Stakes Consumer Decisions Research Corpus

This Article is the intersection of two parent studies:

It should also be read with:

What We Studied

Study size

MeasureGoogle AI Mode + Insurance
Raw archived observations in this platform/category slice4,089
Explicit extraction-failed observations in the raw slice0
Deduplicated eligible responses3,966
Visible citation events after public infrastructure filtering30,280
Distinct registrable domains cited2,245
Domain-response appearances23,703
Insurance source vertical labels12
Research windowJuly-September 2026

The primary ranking denominator is 3,966 deduplicated Google AI Mode insurance responses. A domain counts no more than once within a response for the primary ranking metric.

Monthly response composition

MonthDeduplicated Google AI Mode insurance responses
July 20261,243
August 20261,404
September 20261,319

Insurance Verticals Covered

This article consolidates 12 insurance source vertical labels into one platform-specific study rather than creating 12 thin articles:

  1. Car Insurance
  2. Dental insurance
  3. Disability Insurance
  4. Health Insurance
  5. Life Insurance Companies
  6. Long-Term Care Insurance
  7. Medicare Supplement Insurance
  8. Pet Insurance
  9. Renters Insurance
  10. Short Term Health Insurance
  11. Travel Insurance
  12. Vision Insurance

July data is unavailable for Long-Term Care Insurance, Renters Insurance and Vision Insurance. Missing historical months are treated as unavailable, not as zero.

Want the full Authority Index

The paid deep-dive adds competitor threat profiles, the gap matrix, citation failure map, platform-by-platform recovery roadmap, and client-specific economic modeling.

The 25 Most-Cited Websites in Google AI Mode for Insurance Consumer Decisions

RankDomainResponse coverageResponses citing domainCitation eventsInsurance vertical breadth
1usnews.com20.75%823136111
2nerdwallet.com20.68%820137211
3forbes.com19.57%77690512
4money.com14.95%59365412
5reddit.com14.25%56582112
6youtube.com12.86%51090512
7investopedia.com12.61%50064311
8marketwatch.com12.30%48869910
9cnbc.com11.30%4485859
10insurify.com7.54%29944311
11humana.com6.93%2753625
12squaremouth.com6.83%2718082
13pawlicy.com5.83%2314211
14yahoo.com5.72%22724912
15wsj.com5.25%2082646
16deltadental.com5.19%2063053
17insuremytrip.com5.12%2032502
18healthcareinsider.com5.04%2002958
19guardianlife.com4.84%1922375
20progressive.com4.77%1892238
21kaiserpermanente.org4.77%1892075
22uhc.com4.71%1872296
23thepointsguy.com4.59%1821821
24lendingtree.com4.51%1791866
25anthem.com4.51%1792136

U.S. News and NerdWallet are effectively tied at the top of this three-month panel. Their source breadth is also notable: both appear across 11 of the 12 insurance vertical labels. Forbes appears across all 12. Money.com and Reddit also span all 12 verticals.

The first specialist insurance site in the overall ranking is Insurify at #10, followed by Humana at #11, Squaremouth at #12, Pawlicy at #13, Delta Dental at #16, InsureMyTrip at #17 and HealthcareInsider at #18.

Want the full Authority Index

The paid deep-dive adds competitor threat profiles, the gap matrix, citation failure map, platform-by-platform recovery roadmap, and client-specific economic modeling.

The Full Top 100 Google AI Mode Insurance Citation Sources

RankDomainResponses citing domainResponse coverageCitation eventsInsurance verticalsJul rankAug rankSep rank
1usnews.com82320.75%136111113
2nerdwallet.com82020.68%137211221
3forbes.com77619.57%90512332
4money.com59314.95%65412544
5reddit.com56514.25%82112456
6youtube.com51012.86%90512965
7investopedia.com50012.61%64311787
8marketwatch.com48812.30%69910679
9cnbc.com44811.30%5859898
10insurify.com2997.54%44311111010
11humana.com2756.93%3625141111
12squaremouth.com2716.83%8082101212
13pawlicy.com2315.83%4211131614
14yahoo.com2275.72%24912121416
15wsj.com2085.25%2646281313
16deltadental.com2065.19%3053161721
17insuremytrip.com2035.12%2502151923
18healthcareinsider.com2005.04%2958172119
19guardianlife.com1924.84%2375272215
20progressive.com1894.77%2238191529
21kaiserpermanente.org1894.77%2075182326
22uhc.com1874.71%2296292017
23thepointsguy.com1824.59%1821202427
24lendingtree.com1794.51%1866321825
25anthem.com1794.51%2136213018
26valuepenguin.com1754.41%23011332520
27cigna.com1724.34%2135222628
28petsbest.com1634.11%1761232735
29allianztravelinsurance.com1634.11%2031243231
30lemonade.com1583.98%1864432922
31internationalinsurance.com1563.93%1984253336
32aspcapetinsurance.com1543.88%1981342837
33deltadentalins.com1523.83%1793353133
34moneygeek.com1423.58%15910263940
35insurancebusinessmag.com1393.50%1628363442
36facebook.com1393.50%15612713524
37insure.com1383.48%1577403730
38spiritdental.com1333.35%1871453832
39ehealthinsurance.com1323.33%1806463634
40redentklinik.com1313.30%2796304243
41directbenefits.com1233.10%1515374444
42thezebra.com1162.92%1559384052
43seniorliving.org1142.87%1678314167
44thebig65.com1142.87%2656475138
45americanvisitorinsurance.com1132.85%1932564339
46policygenius.com1112.80%1567484741
47trupanion.com1092.75%1591444548
48insuranceopedia.com982.47%1209416251
49aflac.com962.42%1179694847
50google.com962.42%45912575249
51doctormgt.com962.42%963425363
52libertymutual.com952.40%1016554656
53dentalinsurance.com942.37%1072586645
54geico.com922.32%1108395774
55blakeinsurancegroup.com882.22%1028985046
56bcbs.com872.19%945496065
57ricksteves.com872.19%911545468
58businessinsider.com862.17%1048755654
59petinsurance.com862.17%881505873
60allstate.com842.12%1068536164
61ethos.com832.09%1167735560
62forhealthinsurance.com802.02%954626861
63travelinsurance.com791.99%1031517277
64dentalplans.com771.94%941816458
65coveredca.com771.94%785606775
66medicareguide.com771.94%10061085950
67statefarm.com761.92%808874971
68theseniorlist.com721.81%785887553
69healthcare.gov711.79%816867359
70metlifepetinsurance.com711.79%751678566
71experian.com701.76%757647478
72nationwide.com701.76%727706383
73medicare.gov701.76%1253638176
74insubuy.com681.72%713667979
75kiplinger.com681.72%686748862
76healthinsurance.org651.64%733906580
77boomerbenefits.com651.64%1082838072
78mercuryinsurance.com641.61%9435277109
79insuredbetter.com641.61%687657889
80nytimes.com641.61%6431417157
81insurance.com621.56%8261036969
82goodrx.com601.51%687957084
83healthforcalifornia.com591.49%614859570
84imglobal.com581.46%6911219355
85blueshieldca.com571.44%5935987124
86aetna.com561.41%565918282
87mutualofomaha.com561.41%596729295
88akcpetinsurance.com561.41%6417884102
89petplace.com531.34%5416889132
90pumpkin.care521.31%5211187686
91embracepetinsurance.com491.24%59180109101
92travelexinsurance.com481.21%5111139187
93ahix.com471.19%51477100126
94ambetterhealth.com471.19%50382101118
95cbsnews.com471.19%53489102100
96petinsurancegurus.com471.19%47161104233
97metlife.com441.11%4861049497
98petmd.com441.11%46179114130
99selectquote.com411.03%43810598104
100instagram.com411.03%4781359691

Want the full Authority Index

The paid deep-dive adds competitor threat profiles, the gap matrix, citation failure map, platform-by-platform recovery roadmap, and client-specific economic modeling.

The Insurance AI Mode Source Market Is More Concentrated Than Broad Google AI Mode

Top N domainsShare of domain-response appearancesShare of visible citation events
Top 1024.6%27.7%
Top 2537.7%42.3%
Top 5051.8%58.2%
Top 10065.9%70.9%

The Top 100 capture 65.9% of response-level domain appearances in this insurance slice. In the broader Google AI Mode high-stakes study, the Top 100 capture 46.6%.

That difference is commercially meaningful. When marketers move from a broad AI Mode source universe to a defined insurance decision family, a smaller source set accounts for a much larger share of visible citation presence.

This section answers

  • Is insurance more concentrated than Google AI Mode overall? Yes, within this panel.
  • Does that mean only the Top 100 matter? No. The long tail remains material, especially inside narrow insurance verticals.
  • Should brands use the broad AI Mode Top 100 as an outreach list? Not by itself. The overlap is only 47 domains.

Which Sources Gain the Most When the Analysis Is Restricted to Insurance?

The category-specific lift columns in the downloadable dataset compare each domain's insurance response coverage against its response coverage across all four high-stakes families within Google AI Mode.

Several clear specialist patterns emerge:

  • Insurify reaches 7.5% in AI Mode insurance versus 1.8% across AI Mode's broader high-stakes panel, about 4.2 times the platform-wide rate.
  • Humana reaches 6.9% in insurance versus 1.7% platform-wide.
  • Squaremouth reaches 6.8% in insurance versus 1.6% platform-wide.
  • MarketWatch reaches 12.3% in insurance versus 3.3% platform-wide, showing that category lift is not limited to insurance-only publishers.
  • U.S. News reaches 20.8% in insurance versus 9.5% across broad AI Mode.
  • Forbes is strong in both contexts, but its insurance lift is smaller because it already has broad platform authority.

This is why a category-specific ranking can be more useful for commercial outreach than a broad platform ranking. It identifies not only high-volume domains, but domains whose visibility is unusually concentrated around the category.

Want the full Authority Index

The paid deep-dive adds competitor threat profiles, the gap matrix, citation failure map, platform-by-platform recovery roadmap, and client-specific economic modeling.

The Most-Cited Sources by Individual Insurance Vertical

Insurance verticalResponsesLeading cited domains by response coverage
Car Insurance400insurify.com 21.2%; usnews.com 20.8%; thezebra.com 19.8%; nerdwallet.com 18.2%; marketwatch.com 15.5%
Dental insurance569deltadental.com 36.2%; humana.com 33.6%; money.com 32.9%; investopedia.com 32.9%; forbes.com 31.8%
Disability Insurance208guardianlife.com 25.0%; nerdwallet.com 19.2%; money.com 16.8%; cnbc.com 16.4%; reddit.com 14.9%
Health Insurance475kaiserpermanente.org 37.3%; healthcareinsider.com 36.8%; forbes.com 30.5%; lendingtree.com 26.5%; investopedia.com 24.8%
Life Insurance Companies327nerdwallet.com 16.8%; ethos.com 16.5%; policygenius.com 15.9%; usnews.com 13.5%; cnbc.com 11.9%
Long-Term Care Insurance85cnbc.com 24.7%; investopedia.com 14.1%; money.com 12.9%; youtube.com 10.6%; usnews.com 10.6%
Medicare Supplement Insurance257nerdwallet.com 38.5%; thebig65.com 33.5%; forbes.com 28.0%; investopedia.com 27.2%; medicare.gov 26.9%
Pet Insurance572usnews.com 40.6%; pawlicy.com 40.4%; marketwatch.com 40.0%; reddit.com 33.9%; nerdwallet.com 32.9%
Renters Insurance145usnews.com 49.7%; nerdwallet.com 46.9%; marketwatch.com 29.7%; cnbc.com 29.7%; insurify.com 27.6%
Short Term Health Insurance268uhc.com 13.4%; ehealthinsurance.com 10.1%; forbes.com 9.3%; healthcareinsider.com 7.1%; investopedia.com 7.1%
Travel Insurance577squaremouth.com 46.6%; usnews.com 46.1%; insuremytrip.com 35.0%; nerdwallet.com 31.9%; thepointsguy.com 31.5%
Vision Insurance206reddit.com 19.9%; vsp.com 16.0%; uhc.com 13.1%; humana.com 12.6%; vspdirect.com 12.6%

This section answers

  • Car Insurance: Insurify leads at 21.3%, followed by U.S. News at 20.8% and The Zebra at 19.8%.
  • Dental insurance: Delta Dental leads at 36.2%, followed by Humana at 33.6%, with Money.com and Investopedia tied at 32.9%.
  • Disability Insurance: Guardian Life leads at 25.0%.
  • Health Insurance: Kaiser Permanente leads at 37.3%, narrowly ahead of HealthcareInsider at 36.8%.
  • Life Insurance: NerdWallet leads at 16.8%, followed closely by Ethos and Policygenius.
  • Medicare Supplement: NerdWallet leads at 38.5%, while TheBig65 reaches 33.5%.
  • Pet Insurance: U.S. News and Pawlicy are nearly tied at 40.6% and 40.4%.
  • Travel Insurance: Squaremouth leads at 46.6%, narrowly ahead of U.S. News at 46.1%.
  • Vision Insurance: Reddit leads at 19.9%, followed by VSP at 16.0%.

Want the full Authority Index

The paid deep-dive adds competitor threat profiles, the gap matrix, citation failure map, platform-by-platform recovery roadmap, and client-specific economic modeling.

Broad Publisher Authority and Specialist Insurance Authority Are Different Assets

The overall Top 10 mixes broad publishers with highly commercial category-specific sources. That coexistence is important.

Broad publishers such as U.S. News, NerdWallet, Forbes, Money.com, Investopedia, MarketWatch and CNBC provide repeated category breadth. A brand may encounter them in many insurance products and multiple stages of a buying journey.

Specialist sources such as Insurify, Squaremouth, Pawlicy, InsureMyTrip and HealthcareInsider can be disproportionately important within one or two buying decisions. Their commercial value should therefore be evaluated against the exact prompt cluster, not only their overall rank.

Company-owned sources matter as well. Humana, Delta Dental, Guardian Life, Kaiser Permanente, UnitedHealthcare, Ethos and others appear as visible sources. That means AI Mode visibility cannot be reduced to earned media. First-party content quality and clarity are part of the citation market too.

Insurance Google AI Mode Rankings Were Persistent, but Not Static

PairShared Top 100 domainsJaccard similarity
July vs. August8675.4%
July vs. September8269.5%
August vs. September9183.5%

81 domains appeared in the Google AI Mode insurance Top 100 in all three months.

The July-August Top 100 Jaccard similarity was 75.4%, July-September was 69.5%, and August-September was 83.5%. The aggregate source market therefore showed substantial persistence, even as individual ranks moved.

The top of the ranking was especially steady. U.S. News ranked 1st in July and August and 3rd in September. NerdWallet ranked 2nd, 2nd and 1st. Forbes ranked 3rd, 3rd and 2nd. Money.com ranked 5th, 4th and 4th.

This does not mean every prompt returned the same source set. The separate citation-drift study shows much greater volatility at the matched prompt-and-surface level. Aggregate leadership can be stable even when query-level source sets rotate.

Want the full Authority Index

The paid deep-dive adds competitor threat profiles, the gap matrix, citation failure map, platform-by-platform recovery roadmap, and client-specific economic modeling.

Google AI Mode Is Closest to AI Overviews in Insurance, but the Source Market Still Fragments Across Platforms

The Google AI Mode insurance Top 100 shares 87 domains with the Google AI Overviews insurance Top 100, for a Jaccard similarity of about 77.0%.

That is the closest validated Insurance platform pair available from the final child studies. The same AI Mode Top 100 shares 59 domains with Perplexity, 55 with Gemini and 50 with ChatGPT.

The rank order also changes materially even inside the two Google surfaces. U.S. News is #1 in AI Mode and #2 in AI Overviews. NerdWallet is #2 in AI Mode and #1 in AI Overviews. YouTube is #6 in AI Mode but #9 in AI Overviews. Insurify is #10 in AI Mode and sits lower in the AIO insurance list.

The Microsoft Copilot Insurance child document is not used for this comparison because its current body and front matter duplicate the Gemini study. The parent Insurance category study remains the six-platform source of record until Article 36 is repaired.

The practical implication is not that every engine needs a completely separate strategy. It is that a brand should measure portability before assuming it. The two Google surfaces can share a coordinated publisher strategy, while ChatGPT, Gemini, Perplexity and Copilot still require their own source checks.

How This Study Relates to Other Insurance and AI Search Research

Conductor: insurance-specific multi-engine benchmarks

Conductor's 2026 Insurance AI Search & AI Overviews Benchmarks analyzes more than 3.6 million insurance brand citations from January through May 2026 across seven answer engines and more than 178,000 prompts. Conductor reports that Google AI Mode accounted for 43.9% of the insurance answer-engine citations in its corpus and averaged 7.3 citations per answer. It also reports that Insureon, Progressive, The Hartford, New York Life and Chubb were tightly grouped among its leading insurance-domain citation shares. (Conductor insurance benchmarks)

That ranking is not expected to match this article because the unit of inclusion differs. Conductor classifies cited domains into an insurance-industry framework. LLMAI begins with high-stakes insurance prompts and retains every visible cited domain, including general publishers, community sources and non-insurance media.

The useful agreement is methodological: both studies show that Google AI Mode is a major source-distribution surface for insurance and that insurance source visibility is not captured by ChatGPT alone.

Ahrefs: broad all-topic Google AI Mode rankings

Ahrefs' September 2026 broad U.S. Google AI Mode study reports Reddit, YouTube, Google, Facebook and Instagram as the five largest sources by mention share among its tracked top domains. (Ahrefs Google AI Mode citations)

This article reaches a very different insurance-specific ranking because the prompt population is commercially narrow and because the primary metric is response-level domain coverage rather than share of citations among top sources.

The difference is useful, not contradictory. It demonstrates why a broad platform leaderboard should not be treated as the publisher map for every commercial category.

Tinuiti and Profound: commercial prompt tracking

Tinuiti's 2026 citation-trends research tracks mid-to-lower-funnel commercial prompts across major AI products and explicitly cautions that citation depth differs by platform. Its Q1 methodology also notes that prompt populations are only examples of commercial use cases, not universal representations of every user query. (Tinuiti Q1 AI Citation Trends)

Tinuiti's Q3 report further shows that source mixes continue to evolve over time and differ by platform and category. (Tinuiti Q3 AI Citation Trends)

LLMAI addresses cross-platform citation-depth differences by making response-level domain presence the primary ranking metric and treating raw citation counts as secondary.

Want the full Authority Index

The paid deep-dive adds competitor threat profiles, the gap matrix, citation failure map, platform-by-platform recovery roadmap, and client-specific economic modeling.

How the LLM Authority Index Study Is Different

The contribution is not a claim that this is the largest insurance citation dataset. It is not.

The distinctive research design is the combination of:

  • one platform family, Google AI Mode;
  • one high-stakes commercial research family, Insurance;
  • 12 explicitly enumerated insurance vertical labels;
  • three monthly measurement periods;
  • response-level registrable-domain coverage as the primary metric;
  • raw visible citation events as a secondary metric;
  • global exact-repeat handling before slice construction;
  • Public Suffix List registrable-domain consolidation;
  • explicit extraction-failure accounting;
  • comparison against the all-platform Insurance Top 100, the overall Google AI Mode Top 100 and the Google AI Overviews insurance Top 100; and
  • commercial interpretation for publishers, carriers, brokers, aggregators and CMOs.

Why Google AI Mode Insurance Citation Studies Can Disagree

Different studies can be rigorous and still produce different rankings because they can differ on:

  1. Prompt population.
  2. Geography and state-level insurance availability.
  3. Intent mix, including education, pricing, comparison and brand-specific queries.
  4. Time window.
  5. Citation metric and denominator.
  6. Whether the study begins with prompt topics or cited-domain industry classifications.
  7. Domain normalization rules.
  8. Visible-citation extraction and rendering differences.
  9. Duplicate handling across repeated or overlapping exports.
  10. Whether first-party, government, social and technical sources are included.
  11. Product changes inside Google AI Mode.
  12. Personalization and account context.

The correct first comparison is therefore the research contract, not the headline rank.

What the Results Mean for Insurance Publishers

A publisher can use this study to distinguish broad category breadth from vertical-specific authority.

U.S. News, NerdWallet, Forbes and Money.com can point to repeated visibility across a broad insurance prompt family. A specialist such as Squaremouth, Insurify or Pawlicy has a different commercial story: concentrated visibility in a narrower high-value buying decision.

Publishers should not characterize a high rank as proof that Google "trusts" or endorses the site. The defensible claim is that the domain was repeatedly surfaced as a visible citation source within a defined panel.

Want the full Authority Index

The paid deep-dive adds competitor threat profiles, the gap matrix, citation failure map, platform-by-platform recovery roadmap, and client-specific economic modeling.

What the Results Mean for Insurance CMOs and Brands

A practical workflow is:

  1. Define the exact product and high-intent prompt cluster.
  2. Benchmark current company mention, recommendation and source visibility separately.
  3. Identify the recurring cited domains for those prompts.
  4. Separate broad publishers, specialist publishers and first-party competitor sources.
  5. Audit whether the brand has clear first-party pages that answer the same commercial questions.
  6. Prioritize publisher outreach where source recurrence and buyer relevance overlap.
  7. Re-run the same benchmark after publishing, PR or entity-optimization work.

The Top 100 is a discovery layer. The vertical tables are closer to an execution layer.

Methodology

Parent dataset

This article uses the frozen July-September 2026 LLM Authority Index archive described in the flagship study.

Eligible platform and category

The analytical slice includes records whose platform family is Google AI Mode and whose research-family membership includes Insurance.

Global exact-repeat handling

Before category filtering, eligible non-failed observations are deduplicated globally. A record is treated as a repeated analytical observation when all of the following match:

  • same report month;
  • same exact raw platform or source surface;
  • same normalized prompt text; and
  • same exact set of original citation URLs.

One record is retained while preserving associated source-vertical memberships. This is an anti-double-counting rule, not proof that the upstream system issued a prompt only once.

Prompt normalization

Prompt text is normalized using Unicode NFKC, case folding, whitespace collapse and trimming for the exact-repeat signature.

Domain normalization

Citation URLs are parsed to hostname, lowercased, stripped of a leading www., and consolidated to the registrable domain using the Public Suffix List.

Public infrastructure exclusions

The same public infrastructure rules used in the parent study are applied. No substantive publisher, carrier, broker, comparison site, government source or community site is removed merely because of ownership type.

Primary ranking metric

Response Citation Coverage equals:

eligible Google AI Mode insurance responses citing domain / all eligible Google AI Mode insurance responses

A domain counts no more than once per response.

Secondary metric

Raw visible citation events are retained as a secondary measure. Multiple cited URLs from one domain can produce multiple events but only one response-level domain appearance.

Vertical membership

Exact-deduplicated observations may retain multiple source-vertical memberships when identical records appeared in overlapping exports.

Monthly persistence

Monthly Top 100 lists are ranked by response coverage inside the same Google AI Mode insurance slice. Pairwise Jaccard similarity equals shared Top 100 domains divided by the union of the two Top 100 lists.

Insurance-category lift

Insurance lift compares each domain's response coverage in this article with its response coverage across all four high-stakes families inside Google AI Mode.

It is a descriptive specialization ratio, not a quality score or causal estimate.

Want the full Authority Index

The paid deep-dive adds competitor threat profiles, the gap matrix, citation failure map, platform-by-platform recovery roadmap, and client-specific economic modeling.

Limitations

  1. The study covers three months, not long-term history.
  2. The 12 source labels are overlapping research verticals, not statistically independent industries.
  3. July is unavailable for Long-Term Care Insurance, Renters Insurance and Vision Insurance.
  4. Vertical sample sizes differ materially.
  5. Visible citations are not the same as hidden retrieval or model training sources.
  6. Citation does not establish recommendation causality or endorsement.
  7. Domain-level aggregation can hide URL-level rotation.
  8. Google AI Mode can change by query, geography, account state and product version.
  9. This article does not publish a blanket first-party versus third-party share because the source-relationship taxonomy is not yet complete.
  10. External studies use different denominators, prompt populations and collection systems.

Commercial Relationship Disclosure

LLM Authority Index is part of a business ecosystem that provides AI visibility, research and marketing services. Affiliated businesses may have current or historical commercial relationships with companies or publishers that appear in the dataset.

Commercial relationships are not inputs to ranking methodology. Domains are included based on observed citation data. No ranking is an endorsement, and no relationship should be treated as evidence that it caused citation visibility.

Dataset and Downloads

The publication package should include a downloadable Top 100 table containing rank, registrable domain, response count, response coverage, citation events, insurance-vertical breadth, monthly rank, all-platform Insurance coverage, broad Google AI Mode coverage and insurance lift inside Google AI Mode.

The internal analysis file should remain versioned separately so future monthly updates do not silently overwrite the July-September 2026 historical table.

References

  1. LLM Authority Index. The 2026 AI Citation Authority Study.
  2. LLM Authority Index. The Persistence-Portability Gap.
  3. LLM Authority Index. The Insurance Citation Authority Study.
  4. LLM Authority Index. The 100 Most-Cited Websites in Google AI Mode.
  5. LLM Authority Index. Do AI Platforms Cite the Same Websites?.
  6. LLM Authority Index. How Stable Are AI Citations?.
  7. Conductor. 2026 Insurance AI Search & AI Overviews Benchmarks.
  8. Ahrefs. The 50 Most-Cited Websites in Google AI Mode, September 2026.
  9. Tinuiti. AI Citation Trends Report Q1 2026.
  10. Tinuiti. AI Citation Trends Report Q3 2026.

Related LLM Authority Index Research

Parent studies and measurement framework

Sibling Insurance platform studies

Insurance Reddit trend studies

Want the full Authority Index

The paid deep-dive adds competitor threat profiles, the gap matrix, citation failure map, platform-by-platform recovery roadmap, and client-specific economic modeling.

See how the framework applies to your market.

Get an AI Market Intelligence Report and see how AI is shaping consideration, comparison, and recommendation in your category.