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Auto Insurance

First Time Policy Shopper

LLM Search+Fanout Visibility
Dominant · Harmonic Centrality History ρ=0.573

AI recommendation signal analysis across 71 domains for the First Time Policy Shopper persona in Auto Insurance.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
71Domains Tracked
11.1MReddit Posts
18KWikipedia Articles
3.6MOpen Web Matches
First Time Policy Shopper_persona.report
DomainScore
progressive.com
5.3
thezebra.com
4.3
geico.com
3.9
statefarm.com
3.5
amica.com
0.8
Want a custom AI visibility audit for Auto Insurance?

This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.

Get in touch
About This Report

How to use this page

Persona view: this page is scoped to this persona's queries alone.
Use Case

See what AI reads before it answers

Fanout queries are the web searches a model runs mid-answer. The pages it retrieves and cites are the sources shaping its recommendations, so treat the citation lists as your target list for earning coverage, mentions, and links.

How It's Calculated

Where the numbers come from

Scoped to the runs where models used web search. Same rank-weighted scoring as LLM Search Visibility, plus every URL the searches retrieved (citation sources) and every URL actually cited in answers (citations), aggregated by frequency.

Overview

What's on this page

Domain rankings for web-search-augmented runs and the full citation and citation-source URL lists, filterable by model.

LLM Data

Top LLM-recommended domains

How often AI models recommended each domain specifically via web-search fanout queries when answering First Time Policy Shopper queries, a subset of the runs behind the main LLM Search Visibility report, not the full combined dataset. The left chart shows raw recommendation counts, the right shows what percentage of queries included that domain.

Score (below) is the primary ranking metric: a weighted-reciprocal-rank sum across every model and run, where each model's contribution is scaled by that model's influence weight.

Only these five models ran web-search fanout queries. The checkboxes filter these charts and the Citations / Citation Sources lists below; updates automatically as you check/uncheck.

LLM Data

Citations

Every URL the models actually cited in their final answers to First Time Policy Shopper fanout queries, aggregated by how often each URL was cited. Filtered by the model checkboxes above.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
The Best Car Insurance Apps and Websites [June 2026] | The Zebrahttps://www.thezebra.com/insurance-companies/best-car-insurance-apps-websites/33696494
The Cheapest and Best Insurance for New Drivers in 2025 | The Zebrahttps://www.thezebra.com/auto-insurance/driver/other-factors/cheap-car-insurance-new-drivers/23696494
https://www.libertymutual.com/insurance-resources/auto/first-time-car-insurance-buyershttps://www.libertymutual.com/insurance-resources/auto/first-time-car-insurance-buyers238961295
clearsurance.comhttps://clearsurance.com/blog/new-driver-car-insurance118951494
https://wallethub.com/edu/ci/cheaper-car-insurance-for-first-time-drivers/89402https://wallethub.com/edu/ci/cheaper-car-insurance-for-first-time-drivers/89402140963595
7 Best Car Insurance Companies of 2026 | Moneyhttps://money.com/best-auto-insurance/146973895
Consumer Autohttps://content.naic.org/consumer/auto-insurance.htm?utm_source=openai143963895
money.comhttps://money.com/best-car-insurance-for-young-drivers/146973895
https://www.nerdwallet.com/insurance/auto/allstate-geico-progressive-state-farm-comparisonhttps://www.nerdwallet.com/insurance/auto/allstate-geico-progressive-state-farm-comparison149971495
Best Car Insurance Companies Of 2026 – Forbes Advisorhttps://www.forbes.com/advisor/car-insurance/best-car-insurance-companies/168973295
Best Car Insurance Apps (2026) | Insurifyhttps://insurify.com/car-insurance/best-car-insurance-apps/128952395
What Does Auto Insurance Cover?https://content.naic.org/article/what-you-should-know-about-auto-insurance-coverage?utm_source=openai143963895
statefarm.comhttps://www.statefarm.com/insurance/auto149961994
https://finance.yahoo.com/personal-finance/insurance/article/best-car-insurance-220609280.htmlhttps://finance.yahoo.com/personal-finance/insurance/article/best-car-insurance-220609280.html169975396
The Best Car Insurance Companies of 2026 - NerdWallethttps://www.nerdwallet.com/insurance/auto/best-car-insurance-companies149971495
Insurance Topics | Auto Insurance | NAIChttps://content.naic.org/insurance-topics/auto-insurance?utm_source=openai143963895
allstate.comhttps://www.allstate.com/resources/car-insurance/best-for-young-drivers147961995
https://www.moneytalksnews.com/drivers-say-this-car-insurance-company-is-best-for-claims/https://www.moneytalksnews.com/drivers-say-this-car-insurance-company-is-best-for-claims/12996094
Best Car Insurance Apps & Websites [2026]https://appwrk.com/insights/best-car-insurance-apps-websites121961194
Best Car Insurance Companies for Policy Transparency (2026 Ratings)https://insurify.com/car-insurance/best-car-insurance/policy-transparency/128952395
2025 U.S. Insurance Digital Experience Study | JD Powerhttps://www.jdpower.com/business/press-releases/2025-us-insurance-digital-experience-study?utm_source=openai145962795
The best car insurance for teens and young drivers in July 2026https://www.cnbc.com/select/best-car-insurance-young-adults/162972495
Best Car Insurance Comparison Sites for 2026 (See Quotes Now!) | AutoInsurance.orghttps://www.autoinsurance.org/best-car-insurance-comparison-sites/11895294
The Zebra: Instantly Compare Insurance Quoteshttps://www.thezebra.com/?utm_source=openai13696494
nationwide.comhttps://www.nationwide.com/lc/resources/auto-insurance/articles/car-insurance-online141961595
https://www.sigprotection.com/blog/first-time-car-owners-insurance-guide/https://www.sigprotection.com/blog/first-time-car-owners-insurance-guide/1093092
The Zebra: Instantly Compare Insurance Quoteshttps://www.thezebra.com/13696494
Best Digital Car Insurance Companies (2026) | Insurifyhttps://insurify.com/car-insurance/coverage/best-digital-car-insurance/?utm_source=openai128952395
insurify.comhttps://insurify.com/car-insurance/coverage/best-digital-car-insurance/128952395
https://www.cargurus.com/research/articles/the-beginners-guide-to-car-insurancehttps://www.cargurus.com/research/articles/the-beginners-guide-to-car-insurance135961495
Best Car Insurance Companies for Claims (2026)https://www.moneygeek.com/insurance/auto/companies-with-the-best-claims-service-settlement/13396794
Compare Car Insurance From 100+ Insurers | Jerryhttps://jerry.ai/car-insurance/11596895
Best Car Insurance Companies for Claims (2026)https://www.moneygeek.com/insurance/auto/companies-with-the-best-claims-service-settlement/?utm_source=openai13396794
valuepenguin.comhttps://www.valuepenguin.com/first-time-car-insurance13696294
https://www.pymnts.com/mobile-applications/2025/nationwide-and-safeco-rise-in-pymnts-app-provider-rankings/https://www.pymnts.com/mobile-applications/2025/nationwide-and-safeco-rise-in-pymnts-app-provider-rankings/150971795
Jerry: Insurance & Car Care | Compare 100+ Insurershttps://jerry.ai/11596895
https://www.theinvestorspodcast.com/business/car-insurance-comparison-marketplaces-are-disrupting-auto-coverage-2025-guide-to-the-top-platforms/https://www.theinvestorspodcast.com/business/car-insurance-comparison-marketplaces-are-disrupting-auto-coverage-2025-guide-to-the-top-platforms/12295094
Cheapest Car Insurance for Teenagers (2026) | Insurifyhttps://insurify.com/car-insurance/driver/age/teenagers/128952395
Allstate vs Safeco: What's the Difference? | SmartFinancialhttps://smartfinancial.com/compare-companies/allstate-vs-safeco-insurance114951194
https://www.carriermanagement.com/news/2025/12/11/282196.htmhttps://www.carriermanagement.com/news/2025/12/11/282196.htm12795094
How to Get Car Insurance for the First Time | Mercury Insurancehttps://www.mercuryinsurance.com/resources/basics-101/how-to-buy-car-insurance-for-the-first-time.html12896394
https://www.insurance.com/auto-insurance/best-car-insurance-companies-for-claims/https://www.insurance.com/auto-insurance/best-car-insurance-companies-for-claims/131961794
Safeco Auto Insurance: User Reviews and Quotes (2026) | Insurifyhttps://insurify.com/car-insurance/companies/safeco/128952395
Compare Cheap Car Insurance Quotes from 120+ Top Insurershttps://insurify.com/128952395
Compare Cheap Online Auto Insurance Quotes | AutoInsurance.orghttps://www.autoinsurance.org/11895294
LLM Data

Citation sources

Every URL the models' web searches retrieved while answering: the wider pool the citations above were drawn from, aggregated the same way and filtered by the same model checkboxes.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
The Best Car Insurance Apps and Websites [June 2026] | The Zebrahttps://www.thezebra.com/insurance-companies/best-car-insurance-apps-websites/33696494
insurify.comhttps://insurify.com/car-insurance/coverage/best-digital-car-insurance/328952395
Best Cheap Car Insurance Companies for New Drivers in 2026https://wallethub.com/edu/ci/cheaper-car-insurance-for-first-time-drivers/89402340963595
What Is the Best Car Insurance for First Time Drivers?https://www.acg.aaa.com/connect/blogs/6c/insurance/best-car-insurance-for-first-time-drivers25197493
Best Car Insurance Apps (2026) | Insurifyhttps://insurify.com/car-insurance/best-car-insurance-apps/228952395
Best Car Insurance for Young Drivers | Allstatehttps://www.allstate.com/resources/car-insurance/best-for-young-drivers247961995
The Cheapest and Best Insurance for New Drivers in 2025 | The Zebrahttps://www.thezebra.com/auto-insurance/driver/other-factors/cheap-car-insurance-new-drivers/23696494
First-Time Car Insurance Buyer's Guide | Liberty Mutualhttps://www.libertymutual.com/insurance-resources/auto/first-time-car-insurance-buyers238961295
Best Car Insurance Companies for Claims (2026)https://www.moneygeek.com/insurance/auto/companies-with-the-best-claims-service-settlement/23396794
The Zebra: Instantly Compare Insurance Quoteshttps://www.thezebra.com/23696494
Cheapest Car Insurance for New Drivers in 2026https://www.moneygeek.com/insurance/auto/cheapest-car-insurance-for-new-drivers/23396794
clearsurance.comhttps://clearsurance.com/blog/new-driver-car-insurance118951494
https://www.jdpower.com/business/press-releases/2025-us-insurance-digital-experience-studyhttps://www.jdpower.com/business/press-releases/2025-us-insurance-digital-experience-study145962795
money.comhttps://money.com/best-car-insurance-for-young-drivers/146973895
Markethttps://finbets.websol.barchart.com/?module=topNews&0=NEWS&storyID=36404689&symbol=&selected=news13596094
https://www.jdpower.com/sites/default/files/file/2025-11-26/2025160%20U.S.%20Claims%20Digital%20Experience%20Study%20.pdfhttps://www.jdpower.com/sites/default/files/file/2025-11-26/2025160%20U.S.%20Claims%20Digital%20Experience%20Study%20.pdf145962795
statefarm.comhttps://www.statefarm.com/insurance/auto149961994
https://uphelp.org/auto-insurance-discounts-to-ask-for-complete-guide/?print=pdf#1#1https://uphelp.org/auto-insurance-discounts-to-ask-for-complete-guide/?print=pdf#1#1126962095
Compare Cheap Car Insurance Quotes from 120+ Top Insurershttps://insurify.com/128952395
https://content.naic.org/consumer/auto-insurance.htmhttps://content.naic.org/consumer/auto-insurance.htm143963895
Allstate vs Safeco: What's the Difference? | SmartFinancialhttps://smartfinancial.com/compare-companies/allstate-vs-safeco-insurance114951194
JD Power: Full Digital Claims Process Drives High Customer Satisfaction - Carrier Managementhttps://www.carriermanagement.com/news/2025/12/11/282196.htm12795094
Compare Car Insurance From 100+ Insurers | Jerryhttps://jerry.ai/car-insurance/11596895
https://content.naic.org/article/what-you-should-know-about-auto-insurance-coveragehttps://content.naic.org/article/what-you-should-know-about-auto-insurance-coverage143963895
nationwide.comhttps://www.nationwide.com/lc/resources/auto-insurance/articles/car-insurance-online141961595
Car Insurance Comparison Marketplaces Are Disrupting Auto Coverage: 2025 Guide to the Top Platforms - The Investor's Podcast Networkhttps://www.theinvestorspodcast.com/business/car-insurance-comparison-marketplaces-are-disrupting-auto-coverage-2025-guide-to-the-top-platforms/12295094
Best Car Insurance Companies Of 2026 – Forbes Advisorhttps://www.forbes.com/advisor/car-insurance/best-car-insurance-companies/168973295
https://www.bestmoney.com/car-insurance/learn-more/best-car-insurance-for-new-drivershttps://www.bestmoney.com/car-insurance/learn-more/best-car-insurance-for-new-drivers11995194
First-Time Car Buyer? Car Insurance Tips No One Tells You | Beemhttps://trybeem.com/blog/first-time-car-buyer-car-insurance-tips/#content11596995
Best Car Insurance for New Drivers | Progressivehttps://www.progressive.com/answers/new-driver-car-insurance/141961595
Easily file any car insurance claims in the Root® apphttps://www.joinroot.com/claims/13096894
https://content.naic.org/insurance-topics/auto-insurancehttps://content.naic.org/insurance-topics/auto-insurance143963895
valuepenguin.comhttps://www.valuepenguin.com/first-time-car-insurance13696294
Digital-only claims journey delivers highest satisfaction, J.D. Power findshttps://www.insurancebusinessmag.com/us/news/claims/digitalonly-claims-journey-delivers-highest-satisfaction-j-d--power-finds-560443.aspx14096594
7 Best Car Insurance Companies of 2026 | Moneyhttps://money.com/best-auto-insurance/146973895
Car Insurance Comparison Tool | Get Quotes in Minutes - NerdWallethttps://www.nerdwallet.com/insurance/auto/car-insurance149971495
https://www.jdpower.com/sites/default/files/file/2025-05/2025046%20U.S.%20Insurance%20Digital%20Experience.pdfhttps://www.jdpower.com/sites/default/files/file/2025-05/2025046%20U.S.%20Insurance%20Digital%20Experience.pdf145962795
Jerry Launches Revamped Website to Help Drivers Make Smarter Insurance and Auto Decisionshttps://www.tmcnet.com/usubmit/2025/05/12/10192137.htm13896394
Best Cheap Car Insurance for Young Adults for 2026https://www.usnews.com/insurance/auto/best-cheap-car-insurance-new-drivers156971795
Safeco vs. Allstate: Which Is the Best? (2026) | Insurifyhttps://insurify.com/car-insurance/companies/compare/allstate-vs-safeco/128952395
https://www.jdpower.com/sites/default/files/file/2025-06/2025060%20U.S.%20Auto%20Insurance.pdfhttps://www.jdpower.com/sites/default/files/file/2025-06/2025060%20U.S.%20Auto%20Insurance.pdf145962795
Best Car Insurance | Compare Car Insurance Rates | Freewayhttps://www.freeway.com/auto-insurance/best/11695093
The Best Car Insurance Companies of 2026 - NerdWallethttps://www.nerdwallet.com/insurance/auto/best-car-insurance-companies149971495
Jerry: Insurance & Car Care | Compare 100+ Insurershttps://jerry.ai/11596895
Fully Digital Claims Processing Drives High Customer Satisfaction, but Many Customers Still Use Multiple Channels, J.D. Power Findshttps://secure.businesswire.com/news/home/20251202739952/en/Fully-Digital-Claims-Processing-Drives-High-Customer-Satisfaction-but-Many-Customers-Still-Use-Multiple-Channels-J.D.-Power-Finds16197995
https://carpolicyusa.com/compare-car-insurance/https://carpolicyusa.com/compare-car-insurance/1094093
Car Insurance, First-time buyers, Insurance Policy - Introduction | Autocar Indiahttps://www.autocarindia.com:443/auto-features/what-first-time-car-buyers-should-check-in-their-insurance-policy-43579912695394
Best Car Insurance Apps & Websites [2026]https://appwrk.com/insights/best-car-insurance-apps-websites121961194
Easy to Use Insurance App | Clearcoverhttps://clearcover.com/app/119951395
Drivers Say These 5 Car Insurers Handle Claims Best. Where Does Yours Rank?https://www.moneytalksnews.com/drivers-say-this-car-insurance-company-is-best-for-claims/?recid=697517f4-8631-49e3-b329-24336af590c312996094
How to Get Car Insurance for the First Time | Mercury Insurancehttps://www.mercuryinsurance.com/resources/basics-101/how-to-buy-car-insurance-for-the-first-time.html12896394
Best and Cheapest Car Insurance for Teachers of 2026https://www.autoinsurance.com/best/teachers/12695494
https://www.carriermanagement.com/news/2025/05/19/275353.htmhttps://www.carriermanagement.com/news/2025/05/19/275353.htm12795094
First-Time Car Owners’ Insurance Guide | SIGhttps://www.sigprotection.com/blog/first-time-car-owners-insurance-guide/1093092
Safeco Insurance vs. Esurancehttps://wallethub.com/compare/ci/safeco-vs-esurance140963595
https://blog.jdpa.com/globalbusinessinsights/navigating-digital-claimshttps://blog.jdpa.com/globalbusinessinsights/navigating-digital-claims1--394
https://www.jdpower.com/sites/default/files/file/2025-05/2025046%20U.S.%20Insurance%20Digital%20Experience.pdf#1#1https://www.jdpower.com/sites/default/files/file/2025-05/2025046%20U.S.%20Insurance%20Digital%20Experience.pdf#1#1145962795
The best car insurance for teens and young drivers in July 2026https://www.cnbc.com/select/best-car-insurance-young-adults/162972495
Is Jerry Insurance Legit? - Jerryhttps://jerry.ai/car-insurance/is-jerry-legit/11596895
https://insureversus.com/https://insureversus.com/1----
These Are The Cheapest Car Brands To Insure According To Consumer Reportshttps://autos.yahoo.com/deals-and-buying-guides/articles/cheapest-car-brands-insure-according-042500892.html169972495
10 insurtech Car Insurance Companies 2026 independent viewhttps://blakeinsurancegroup.com/10-insurtech-car-insurance-companies/1495194
https://content.naic.org/sites/default/files/committee_related_documents/cmte_conliaison_ai_akn_liaison_related_insurance_101_ok_ex.pdfhttps://content.naic.org/sites/default/files/committee_related_documents/cmte_conliaison_ai_akn_liaison_related_insurance_101_ok_ex.pdf143963895
Nationwide and Safeco Rise in PYMNTS App Provider Rankings | PYMNTS.comhttps://www.pymnts.com/mobile-applications/2025/nationwide-and-safeco-rise-in-pymnts-app-provider-rankings/150971795
GEICO's Mobile App ~ Free Insurance App | GEICOhttps://www.geico.com/web-and-mobile/mobile-apps/137961094
https://en.wikipedia.org/wiki/QuoteWizardhttps://en.wikipedia.org/wiki/QuoteWizard180987697
Best car insurance companies in 2025https://finance.yahoo.com/personal-finance/insurance/article/best-car-insurance-220609280.html169975396
Best car insurance companies for claims in 2026 | Insurance.comhttps://www.insurance.com/auto-insurance/best-car-insurance-companies-for-claims/131961794
Compare Cheap Online Auto Insurance Quotes | AutoInsurance.orghttps://www.autoinsurance.org/11895294
https://content.naic.org/sites/default/files/call_materials/Materials_88.pdfhttps://content.naic.org/sites/default/files/call_materials/Materials_88.pdf143963895
Non-Life Insurance Benchmark 2025https://www.sia-partners.com/en/insights/publications/non-life-insurance-benchmark-202512595694
Cheapest Car Insurance for Teenagers (2026) | Insurifyhttps://insurify.com/car-insurance/driver/age/teenagers/128952395
Auto Insurance for Your First Car | Allstatehttps://www.allstate.com/resources/car-insurance/first-car-insurance147961995
https://en.wikipedia.org/wiki/OTTO_Quotes_AIhttps://en.wikipedia.org/wiki/OTTO_Quotes_AI180987697
The Beginner’s Guide to Car Insurance - CarGurushttps://www.cargurus.com/research/articles/the-beginners-guide-to-car-insurance135961495
How to Compare Car Insurance Quotes - Jerryhttps://jerry.ai/car-insurance/car-insurance-quotes/11596895
https://content.naic.org/sites/default/files/inline-files/topic_transparency_readability_consumer_auto_tool.pdfhttps://content.naic.org/sites/default/files/inline-files/topic_transparency_readability_consumer_auto_tool.pdf143963895
Inside CCC's Integration with InsureSoft | CCCIS | CCC Intelligent Solutionshttps://www.cccis.com/news-and-insights/posts/inside-cccs-integration-with-insuresoft124951295
First Time Car Insurance: Your Guide to Insurance Independence - State Farm®https://www.statefarm.com/simple-insights/auto-and-vehicles/first-car-insurance-policy-what-should-you-know149961994
https://en.wikipedia.org/wiki/EverQuotehttps://en.wikipedia.org/wiki/EverQuote180987697
Compare Allstate, GEICO, Progressive, State Farm - NerdWallethttps://www.nerdwallet.com/insurance/auto/allstate-geico-progressive-state-farm-comparison149971495
https://en.wikipedia.org/wiki/Insurifyhttps://en.wikipedia.org/wiki/Insurify180987697
https://jisem-journal.com/index.php/journal/article/download/3676/1592/6007#1#1https://jisem-journal.com/index.php/journal/article/download/3676/1592/6007#1#111695894
These two AI-powered insurance shopping tools are worth a tryhttps://www.cnbc.com/select/ai-insurance-tools-for-comparison-shopping/162972495
https://en.wikipedia.org/wiki/Gabi.comhttps://en.wikipedia.org/wiki/Gabi.com180987697
Esurance vs Safeco Insurance Comparisonhttps://www.thezebra.com/insurance-companies/esurance-vs-safeco/13696494
https://en.wikipedia.org/wiki/Metromilehttps://en.wikipedia.org/wiki/Metromile180987697
We tried out Jerry, an AI-powered car insurance comparison tool. Here's our reviewhttps://www.cnbc.com/select/jerry-car-insurance-comparison-shopping-review/162972495
https://arxiv.org/abs/2604.02400https://arxiv.org/abs/2604.02400165976196
https://www.reddit.com/r/topcompaniesUS/comments/1s8jtjx/top_insurance_app_development_companies_in_2026/https://www.reddit.com/r/topcompaniesUS/comments/1s8jtjx/top_insurance_app_development_companies_in_2026/172976496
Best insurance apps for claims tracking - Prestige Insurance Grouphttps://www.prestigeinsurance.com/blog/best-insurance-apps-for-claims-tracking/119500
https://www.reddit.com/r/AIAmericaTech/comments/1t57cu0/top_insurance_app_development_companies_in_2026/https://www.reddit.com/r/AIAmericaTech/comments/1t57cu0/top_insurance_app_development_companies_in_2026/172976496
Best Car Insurance Comparison Sites for 2026 (See Quotes Now!) | AutoInsurance.orghttps://www.autoinsurance.org/best-car-insurance-comparison-sites/11895294
https://www.reddit.com/r/Nio/comments/1u9ff4o/jd_power_2026_customer_experience_study_released/https://www.reddit.com/r/Nio/comments/1u9ff4o/jd_power_2026_customer_experience_study_released/172976496
Is Allstate a Good Insurance Company? (2026 Review) | The Zebrahttps://www.thezebra.com/insurance-companies/allstate-reviews-coverage-options-and-ratings/13696494
https://www.reddit.com/r/personalfinance/comments/1gp1hyfhttps://www.reddit.com/r/personalfinance/comments/1gp1hyf172976496
How Jerry Works - Jerryhttps://jerry.ai/how-jerry-works/11596895
https://www.reddit.com/r/AIAmericaTech/comments/1t57zk5/best_insurance_app_development_companies_in_2026/https://www.reddit.com/r/AIAmericaTech/comments/1t57zk5/best_insurance_app_development_companies_in_2026/172976496
Tips for First-Time Car Insurance Buyers | Bankratehttps://www.bankrate.com/insurance/car/tips-first-time-buyers/150962195
https://www.reddit.com/r/fivesurveys/comments/1oo84y8https://www.reddit.com/r/fivesurveys/comments/1oo84y8172976496
PURE Insurance Mobile App | PURE Insurancehttps://www.pureinsurance.com/members/pure-mobile-app12395394
https://www.reddit.com/r/business/comments/14glifdhttps://www.reddit.com/r/business/comments/14glifd172976496
https://www.reddit.com/r/Car_Insurance_Help/comments/1rvjnsi/best_auto_insurance_companies_2026_or_are_they/https://www.reddit.com/r/Car_Insurance_Help/comments/1rvjnsi/best_auto_insurance_companies_2026_or_are_they/172976496
Find Top Car Insurance – Read This Review: Safeco VS Allstatehttps://www.general.com/articles/safeco-vs-allstate1895093
https://www.reddit.com/r/IsItBullshit/comments/au9hph/isitbullshit_jd_power_awards/https://www.reddit.com/r/IsItBullshit/comments/au9hph/isitbullshit_jd_power_awards/172976496
Jerry car insurance services review: Compare quotes and switch plans through the apphttps://www.creditkarma.com/insurance/i/jerry-auto-insurance-review143961294
https://www.reddit.com/r/cars/comments/18vco2ahttps://www.reddit.com/r/cars/comments/18vco2a172976496
Best Car Insurance Companies for Policy Transparency (2026 Ratings)https://insurify.com/car-insurance/best-car-insurance/policy-transparency/128952395
https://www.reddit.com/r/cars/comments/1i6jgy4https://www.reddit.com/r/cars/comments/1i6jgy4172976496
Direct Auto Insurance Mobile App | Direct Auto Insurancehttps://www.directauto.com/mobileapp11895094
https://www.reddit.com/r/PremiumDealsHub/comments/1tnwzci/cheap_driving_insurance_for_new_drivers_where_to/https://www.reddit.com/r/PremiumDealsHub/comments/1tnwzci/cheap_driving_insurance_for_new_drivers_where_to/172976496
Car Insurance: Get a Quick Auto Insurance Quote | Progressivehttps://www.progressive.com/auto/141961595
https://content.naic.org/consumer/auto-insurance.htm?utm_source=openaihttps://content.naic.org/consumer/auto-insurance.htm?utm_source=openai143963895
Safeco Insurance Review | Bankratehttps://www.bankrate.com/insurance/reviews/safeco/150962195
https://content.naic.org/article/what-you-should-know-about-auto-insurance-coverage?utm_source=openaihttps://content.naic.org/article/what-you-should-know-about-auto-insurance-coverage?utm_source=openai143963895
Jerry Review: Legit or Just a Lead Generator? (2026)https://insurify.com/car-insurance/jerry-review/128952395
https://content.naic.org/insurance-topics/auto-insurance?utm_source=openaihttps://content.naic.org/insurance-topics/auto-insurance?utm_source=openai143963895
Tips About Car Insurance For First-Time Buyers – Forbes Advisorhttps://www.forbes.com/advisor/car-insurance/tips-first-time-car-insurance-buyers/168973295
https://www.jdpower.com/business/press-releases/2025-us-insurance-digital-experience-study?utm_source=openaihttps://www.jdpower.com/business/press-releases/2025-us-insurance-digital-experience-study?utm_source=openai145962795
Insurance Apps Make Claims Easier and Faster to File: Studyhttps://money.com/home-car-insurance-app-study/146973895
https://www.thezebra.com/?utm_source=openaihttps://www.thezebra.com/?utm_source=openai13696494
Best Car Insurance Comparison Sites (2026 Guide)https://insurify.com/car-insurance/the-best-and-worst-sites-to-compare-car-insurance-quotes/128952395
https://insurify.com/car-insurance/coverage/best-digital-car-insurance/?utm_source=openaihttps://insurify.com/car-insurance/coverage/best-digital-car-insurance/?utm_source=openai128952395
Safeco Auto Insurance: User Reviews and Quotes (2026) | Insurifyhttps://insurify.com/car-insurance/companies/safeco/128952395
https://www.moneygeek.com/insurance/auto/companies-with-the-best-claims-service-settlement/?utm_source=openaihttps://www.moneygeek.com/insurance/auto/companies-with-the-best-claims-service-settlement/?utm_source=openai13396794
Jerry: Insurance & Car Care - Apps on Google Playhttps://play.google.com/store/apps/details?id=com.jerrym&hl=en_US199997897
Mobile App | Liberty Mutualhttps://www.libertymutual.com/mobile-app138961295
Consumer Learning Resourceshttps://content.naic.org/consumer/learning-resources.htm143963895
Safeauto vs Esurance: What's the Difference? | SmartFinancialhttps://smartfinancial.com/compare-companies/safeauto-vs-esurance-insurance114951194
Model Comparison

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All recommended domains

Every domain the AI models recommended in web-search fanout runs for First Time Policy Shopper, ranked by the influence-weighted score from the Score chart above, with each domain's link authority from the Common Crawl web graph. Click a domain for its site profile.

DomainScoreAppearances% of QueriesDomain PRDomain HCHost PRHost HC
progressive.com5.3510.041961595
thezebra.com4.348.03696494
geico.com3.9510.037961094
statefarm.com3.548.049961994
amica.com0.836.02695294
state.farm.com0.712.00000
travelers.com0.536.039961194
usaa.com0.524.037961495
nationwide.com0.536.041961595
insurify.com0.448.028952395
libertymutual.com0.336.038961295
allstate.com0.336.047961995
lemonade.com0.224.035961095
erieinsurance.com0.212.03196694
amfam.com0.212.03996694
thehartford.com0.112.039961494
mercuryinsurance.com0.112.02896394
nerdwallet.com0.012.049971495
autoinsurance.org0.012.01895294
jerry.ai0.012.01596895
valuepenguin.com0.012.03696294