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Industry Report

Auto Insurance

LLM Fanout Queries
Dominant · Search Engine Appearances ρ=0.626

AI recommendation signal analysis across 491 domains and 11 buyer personas in Auto Insurance, led by geico.com as the most LLM-recommended domain.

Download this report (.xlsx)
491Domains Tracked
11Buyer Personas
31.1MReddit Posts
96KWikipedia Articles
15.0MOpen Web Matches
llm_fanout_queries.report
QueryLLMs
best auto insurance companies 2026
2.0
"aig private client" or "stonepoint" auto insurance high value
1.0
"allstate" rideshare insurance delivery app coverage
1.0
Querys rankedn = 3
This is a shortened preview of the Auto Insurance report

Many tables and charts on this page show only the top few results; the full data behind them runs far deeper. The complete report unlocks every row, chart, and download for this industry.

Get the full Auto Insurance report →
About This Report

How to use this page

Industry view: this page aggregates every persona's data for the whole industry, plus industry-wide queries. Pick a persona from the sidebar to narrow the lens to one segment.
Use Case

See the searches AI runs for itself

When an AI model needs the web to answer, it writes its own search queries. These are those queries, word for word. They show how machines translate buyer questions into searches, so make sure your pages answer the queries the models actually run, not just the ones humans type.

How It's Calculated

Where the numbers come from

During the LLM runs that used web search, we captured every search query each model issued for this segment's questions. Counts are small by nature: a model typically runs only a handful of these searches per question.

Overview

What's on this page

A side-by-side comparison of any two models' queries, and a table of every query with the models that used it.

Model Comparison

Compare two models' fanout queries

The exact web searches each model ran while answering Auto Insurance questions, across all personas. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.

  1. best cheap car insurance companies 2026 auto insurance reviews claims satisfaction low mileage discounts
  2. J.D. Power 2025 U.S. Auto Insurance Study claims satisfaction Geico Progressive State Farm USAA
  3. NerdWallet best cheap car insurance companies 2026 Geico Auto-Owners State Farm Progressive
  4. ValuePenguin cheapest car insurance companies 2026 minimum full coverage Geico State Farm Travelers
  5. best auto home insurance bundling multi car discounts claims satisfaction 2026 J.D. Power NAIC State Farm GEICO Progressive Allstate Travelers Nationwide Amica Erie USAA Auto-Owners
  6. J.D. Power 2025 U.S. Auto Insurance Study claims satisfaction home auto bundling insurers
  7. NAIC complaint index auto homeowners insurance State Farm Progressive GEICO Allstate Travelers Nationwide Amica Erie Auto-Owners USAA
  8. NerdWallet best home and auto insurance bundles 2026
  9. best car insurance companies first time drivers digital app claims reviews 2026
  10. auto insurance companies online quote comparison educational tools coverage explanations first time buyers
  11. J.D. Power 2025 U.S. Auto Insurance Study claims digital experience auto insurance
  12. NAIC auto insurance consumer information liability collision comprehensive uninsured motorist deductibles
  13. best high risk auto insurance companies DUI tickets accidents SR-22 drivers 2026
  14. high risk auto insurance companies non standard auto insurance Progressive The General Dairyland Direct Auto
  15. NerdWallet best high-risk auto insurance companies 2026
  16. ValuePenguin best high-risk auto insurance companies 2026
  17. Progressive high risk car insurance SR-22 official
  18. Dairyland high risk auto insurance SR-22 official
  19. The General high risk car insurance official
  20. Direct Auto high risk car insurance SR-22 official
  21. best luxury high value auto insurance agreed value OEM parts Chubb PURE Hagerty AIG Private Client
  22. Chubb Masterpiece auto insurance agreed value OEM parts high value vehicles
  23. PURE Insurance high value auto insurance agreed value OEM parts
  24. Hagerty high value collector exotic car insurance agreed value
  25. AIG Private Client Group auto insurance high value vehicles agreed value OEM parts
  26. Cincinnati Insurance high value auto insurance executive capstone OEM parts agreed value
  27. Berkley One auto insurance high value vehicles agreed value OEM parts
  28. Nationwide Private Client auto insurance high value vehicles agreed value OEM parts
  29. Vault Insurance high value auto insurance agreed value OEM parts
  30. Openly high value auto insurance luxury vehicles OEM parts agreed value
  31. Travelers Premier New Car Replacement OEM parts auto insurance high value
  32. Amica Platinum Choice Auto OEM parts coverage new car replacement
  33. site:cinfin.com Executive Capstone auto agreed value OEM parts Cincinnati Insurance
  34. site:cinfin.com personal auto insurance Executive Capstone high net worth Cincinnati OEM
  35. site:nationwide.com Private Client auto insurance high value agreed value OEM
  36. site:openly.com auto insurance high value
  37. best car insurance for military families USAA Armed Forces Insurance GEICO military discount 2026
  38. auto insurance military deployment vehicle storage garaging address PCS moves
  39. J.D. Power 2025 U.S. Auto Insurance Study USAA customer satisfaction military
  40. NAIC complaint index auto insurance USAA GEICO Armed Forces Insurance
  41. USAA military auto insurance deployment storage discount official
  42. GEICO military car insurance discount emergency deployment official
  43. Armed Forces Insurance auto insurance military official
  44. Liberty Mutual military auto insurance discount official
  45. State Farm military discount auto insurance deployment storage official
  46. Progressive military auto insurance discount official
  47. Nationwide auto insurance military discount official
  48. Farmers insurance military discount auto official
  49. best car insurance companies 2026 NerdWallet
  50. best car insurance companies 2026 US News
  51. best car insurance companies 2026 Forbes Advisor
  52. J.D. Power 2025 U.S. Auto Insurance Study customer satisfaction
  53. best car insurance for teen drivers good student discount telematics accident forgiveness roadside assistance J.D. Power claims satisfaction 2026
  54. auto insurance teen driver good student driver training discount telematics official
  55. J.D. Power 2025 U.S. Auto Insurance Study customer satisfaction auto insurance
  56. NAIC complaint index auto insurance company teen drivers
  57. site:statefarm.com teen driver insurance good student discount steer clear drive safe save accident forgiveness roadside assistance
  58. site:geico.com teen driver insurance good student discount driver training accident forgiveness roadside assistance
  59. site:allstate.com teen driver insurance good student discount Drivewise accident forgiveness roadside assistance
  60. site:amfam.com teen safe driver discount good student KnowYourDrive accident forgiveness
  61. site:erieinsurance.com teen driver auto insurance good student discount accident forgiveness rate lock roadside
  62. site:nationwide.com teen driver insurance good student SmartRide accident forgiveness roadside assistance
  63. site:travelers.com teen driver insurance good student IntelliDrive accident forgiveness roadside assistance
  64. site:libertymutual.com teen driver insurance good student RightTrack accident forgiveness
  65. site:erieinsurance.com auto insurance teen driver discounts good student youthful driver accident forgiveness
  66. site:auto-owners.com teen driver auto insurance good student discount accident forgiveness roadside assistance
  67. site:usaa.com teen driver auto insurance good student safe driver discount app accident forgiveness
  68. site:progressive.com teen driver insurance good student snapshot accident forgiveness roadside assistance
  69. best rideshare insurance companies Uber Lyft DoorDash delivery endorsement 2026
  70. rideshare insurance endorsement Uber Lyft DoorDash company explains coverage periods
  71. State Farm rideshare insurance delivery Uber Lyft endorsement
  72. Progressive rideshare insurance delivery app coverage
  73. Allstate rideshare insurance Ride for Hire official
  74. Farmers rideshare insurance Uber Lyft official
  75. USAA rideshare insurance Uber Lyft official
  76. GEICO rideshare insurance hybrid policy official
  77. Travelers rideshare insurance endorsement official
  78. Erie ridesharing insurance coverage official
  79. Mercury rideshare insurance Uber Lyft official
  80. American Family rideshare insurance endorsement official
  81. Liberty Mutual rideshare insurance Uber Lyft official
  82. State Farm rideshare driver coverage official Uber Lyft
  83. Nationwide rideshare insurance endorsement official Uber Lyft
  84. Clearcover rideshare insurance Uber Lyft official
  85. best car insurance roadside assistance rental reimbursement glass coverage claims satisfaction 2026 J.D. Power auto insurance claims repair network
  86. auto insurance roadside assistance coverage towing rental reimbursement glass coverage national repair network State Farm Progressive GEICO Travelers Allstate USAA Nationwide Amica Erie Auto-Owners
  87. J.D. Power 2025 U.S. Auto Claims Satisfaction Study rankings auto insurers
  88. CRASH Network 2026 insurer report card auto insurance repair claims rankings
  89. State Farm emergency road service rental car coverage glass claims select service repair network official
  90. GEICO emergency road service rental reimbursement glass claims Auto Repair Xpress official
  91. Travelers auto insurance roadside assistance rental coverage glass IntelliDrive official
  92. Nationwide auto insurance roadside assistance rental reimbursement glass claims repair network official
  93. USAA roadside assistance rental reimbursement glass claims repair network official auto insurance
  94. Auto-Owners roadside assistance rental reimbursement glass claims official auto insurance
  95. Erie Insurance roadside assistance rental reimbursement glass claims official auto insurance
  96. Amica roadside assistance rental reimbursement glass claims official auto insurance
  97. best car insurance for seniors low mileage discounts customer satisfaction financial strength 2026
  98. AARP auto insurance Hartford senior car insurance low mileage discounts
  99. AM Best auto insurance financial strength State Farm USAA GEICO Nationwide Hartford Travelers Amica Erie Auto-Owners
  1. best car insurance for older cars low cost commuter
  2. best cheap auto insurance for liability only safe driver discounts
  3. top insurers for multi car and home bundle
  4. best insurance companies for bundling home and auto
  5. best home and auto bundle companies usa
  6. "progressive" "state farm" "allstate" "geico" "liberty mutual" "travelers" "nationwide" "amica" "erie" "usaa"
  7. best car insurance for young adults beginner friendly digital
  8. best auto insurance for first time buyers easy digital
  9. "direct auto" insurance
  10. top non standard auto insurance companies
  11. best high risk auto insurance companies US
  12. "dairyland" auto insurance
  13. "Nationwide Private Client" auto insurance
  14. "AIG Private Client" OR "Stonepoint" auto insurance high value
  15. "Chubb" auto insurance high value
  16. luxury car insurance providers high value vehicles agreed value
  17. "PURE Insurance" auto insurance high value
  18. "Hagerty" specialty car insurance website
  19. "Berkley One" auto insurance luxury
  20. "Cincinnati Insurance" Capstone luxury auto insurance
  21. "Vault Insurance" auto high value
  22. "Grundy" high value car insurance website
  23. "Openly" home auto insurance high value
  24. "Direct Auto" military discount auto insurance
  25. military auto insurance companies
  26. best auto insurance for military families
  27. "military auto insurance" companies list
  28. best auto insurance for active duty military deployment storage
  29. top car insurance companies websites US News Forbes
  30. best auto insurance companies 2026
  31. best car insurance for teens discounts customer service
  32. best auto insurance for teen drivers 2026
  33. "State Farm" rideshare insurance delivery app coverage
  34. "Progressive" rideshare insurance delivery app coverage
  35. "Allstate" rideshare insurance delivery app coverage
  36. best rideshare insurance companies 2025 2026
  37. "USAA" rideshare insurance delivery app coverage
  38. best auto insurance for road trips travel coverage
  39. best car insurance for road trips roadside assistance coverage
  40. best auto insurance for seniors low mileage
  41. best pay per mile car insurance for seniors
Full Results

All fanout queries

Every fanout query for this segment, with how many models used it and which ones. Overlap between models means they translated the same buyer question into the same search, a strong signal that ranking for that query matters.

QueryLLM CountLLMs
best auto insurance companies 20262Claude Sonnet 5Gemini 3.5 Flash
"aig private client" or "stonepoint" auto insurance high value1Gemini 3.5 Flash
"allstate" rideshare insurance delivery app coverage1Gemini 3.5 Flash
3 querysAll results shown