OA9 OppAlerts AI Search Visibility & Ranking Factors
Buy NowFull report access from $374. Launch discount until 9pm Pacific, July 31→
oppalerts.com →
Industry Report

Auto Glass Repair

LLM Fanout Queries
Dominant · Search Engine Appearances ρ=0.382

AI recommendation signal analysis across 2,254 domains and 11 buyer personas in Auto Glass Repair, led by safelite.com as the most LLM-recommended domain.

Download this report (.xlsx)
2,254Domains Tracked
11Buyer Personas
35.8MReddit Posts
70KWikipedia Articles
17.6MOpen Web Matches
llm_fanout_queries.report
QueryLLMs
"apexautoglass" luxury
1.0
"auto glass now" domain
1.0
"auto glass now" mobile
1.0
Querys rankedn = 3
This is a shortened preview of the Auto Glass Repair 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 Glass Repair 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 Glass Repair 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. low cost auto glass repair windshield replacement online quote mobile service USA reviews aftermarket glass warranty
  2. best affordable auto glass repair windshield replacement online quote mobile service nationwide
  3. auto glass repair coupons windshield replacement out of pocket quote USA
  4. cash price auto glass repair windshield replacement mobile service aftermarket glass
  5. best auto glass mobile windshield replacement nationwide online booking calibration insurance warranty Safelite Glass America Auto Glass Now Gerber Caliber USA
  6. mobile auto glass repair windshield replacement ADAS calibration insurance online booking nationwide reviews
  7. Glass America mobile auto glass repair online quote insurance warranty calibration
  8. Gerber Collision Glass auto glass windshield replacement mobile service insurance ADAS calibration
  9. Glass Doctor auto glass mobile windshield repair warranty insurance nationwide
  10. WindshieldHUB mobile windshield replacement online quote warranty insurance ADAS calibration
  11. WindshieldHUB mobile windshield replacement lifetime warranty insurance online booking
  12. Auto Glass Now mobile windshield replacement price match warranty insurance ADAS calibration
  13. NuVision Auto Glass mobile windshield replacement insurance ADAS calibration warranty
  14. Alderfer Auto Glass mobile windshield replacement ADAS calibration warranty insurance
  15. EV windshield replacement ADAS calibration Tesla auto glass OEM mobile service
  16. Tesla certified collision windshield glass replacement ADAS calibration auto glass
  17. auto glass ADAS calibration electric vehicles windshield replacement OEM glass national service
  18. best auto glass ADAS calibration windshield replacement Tesla EV
  19. site:safelite.com windshield replacement recalibration ADAS Tesla electric vehicle
  20. site:autoglassnow.com ADAS calibration windshield replacement
  21. site:glassdoctor.com ADAS calibration windshield replacement
  22. site:gerbercollision.com auto glass ADAS calibration windshield replacement
  23. site:carlex.com EV windshield replacement ADAS calibration auto glass
  24. site:caliber.com auto glass ADAS calibration windshield replacement
  25. site:serviceking.com ADAS calibration auto glass windshield replacement
  26. site:novusglass.com ADAS calibration windshield replacement
  27. best auto glass repair insurance claims mobile service windshield calibration national Safelite Glass America Gerber Caliber Auto Glass USA
  28. J.D. Power auto glass repair insurance claims windshield replacement mobile service Safelite
  29. windshield repair insurance claims mobile service ADAS calibration auto glass company
  30. Glass America windshield repair insurance claims mobile service ADAS calibration
  31. Gerber Collision Glass windshield replacement mobile service insurance claims calibration
  32. Auto Glass Now windshield repair insurance claims mobile service ADAS calibration
  33. Glass Doctor windshield repair insurance claims mobile service ADAS calibration
  34. luxury auto glass ADAS calibration OEM windshield replacement BMW Mercedes Porsche Tesla
  35. OEM auto glass ADAS calibration luxury vehicles windshield replacement
  36. Tesla certified collision auto glass windshield calibration service
  37. Porsche Mercedes BMW windshield replacement ADAS calibration auto glass
  38. site:safelite.com windshield replacement recalibration ADAS OEM glass
  39. site:glassdoctor.com windshield replacement ADAS recalibration OEM glass
  40. site:caliber.com auto glass ADAS calibration windshield replacement OEM
  41. luxury exotic auto glass OEM ADAS calibration concierge windshield replacement
  42. site:platinumautoglass.com luxury auto glass ADAS calibration OEM windshield
  43. site:eliteautoglass.net ADAS calibration OEM windshield luxury
  44. site:windshieldhub.com ADAS recalibration OEM windshield replacement warranty
  45. top auto glass repair companies nationwide Safelite Glass Doctor Auto Glass Now Caliber Auto Glass
  46. best windshield repair replacement companies nationwide auto glass USA
  47. J.D. Power auto glass replacement satisfaction Safelite Glass Doctor
  48. auto glass repair nationwide service locations AAA approved
  49. Glass Doctor auto glass windshield repair replacement official lifetime guarantee
  50. Auto Glass Now windshield repair replacement official nationwide locations
  51. Caliber Auto Glass windshield repair replacement official
  52. Auto Glass Service windshield replacement lifetime warranty official
  53. Auto Glass Service official windshield repair replacement lifetime warranty
  54. Service King auto glass repair windshield replacement official
  55. Windshield Surgeons official auto glass locations
  56. Glass America auto glass locations nationwide official
  57. nationwide auto glass repair same day mobile service ADAS calibration insurance financing
  58. auto glass repair mobile service same day windshield replacement ADAS calibration insurance nationwide
  59. best auto glass repair companies mobile windshield same day calibration insurance
  60. Safelite mobile auto glass repair replacement recalibration insurance schedule same day official
  61. Glass America mobile auto glass replacement repair insurance ADAS calibration official
  62. Caliber Auto Glass mobile windshield replacement ADAS calibration insurance official
  63. WindshieldHUB same day mobile windshield replacement ADAS calibration insurance official
  64. best auto glass repair mobile windshield replacement rural service ADAS calibration nationwide
  65. mobile auto glass windshield replacement ADAS calibration pickup SUV rural service
  66. auto glass repair franchise mobile windshield replacement recalibration locations nationwide
  67. windshield repair replacement mobile service insurance ADAS calibration auto glass
  68. Safelite mobile auto glass repair windshield recalibration nationwide warranty
  69. Glass America mobile windshield replacement repair ADAS calibration nationwide
  70. Gerber Collision Glass mobile auto glass windshield replacement repair recalibration
  71. Novus Glass windshield repair replacement mobile ADAS calibration
  72. Glass Doctor auto glass mobile windshield repair replacement ADAS calibration warranty
  73. Caliber Auto Glass mobile windshield replacement ADAS calibration nationwide warranty
  74. Binswanger Glass auto glass windshield repair replacement mobile ADAS calibration
  75. Glass America windshield repair replacement mobile service ADAS recalibration
  76. site:glassdoctor.com auto glass mobile windshield repair replacement ADAS calibration
  77. site:gerbercollision.com auto glass windshield replacement mobile ADAS calibration
  78. site:binswangerglass.com auto glass windshield replacement ADAS mobile
  79. site:technaglass.com mobile windshield replacement ADAS calibration
  80. best auto glass repair companies nationwide windshield replacement safety certification warranty insurance mobile service
  81. auto glass repair company AGSC certified windshield replacement warranty insurance mobile service
  82. J.D. Power Safelite auto glass reviews warranty mobile service insurance claims
  83. Auto Glass Safety Council registered member windshield replacement companies
  84. best auto glass repair nationwide mobile emergency claims Safelite Glass America Auto Glass Now Gerber Glass Doctor
  85. auto glass repair emergency mobile service insurance claims nationwide
  86. J.D. Power auto glass repair customer satisfaction Safelite 2024 2025
  87. top auto glass repair companies nationwide mobile windshield replacement
  88. Glass Doctor auto glass mobile emergency insurance claims nationwide
  89. Gerber Collision Glass auto glass repair replacement mobile windshield insurance claims
  90. Auto Glass Now mobile auto glass replacement insurance warranty
  91. Caliber Auto Glass windshield replacement repair mobile service insurance
  92. Glass Doctor auto glass windshield repair mobile service insurance claims official
  93. Glass Doctor auto glass emergency service windshield replacement official
  94. Glass Doctor auto glass locations nationwide windshield replacement
  95. best auto glass repair replacement companies United States warranty OEM glass ADAS recalibration
  96. Safelite auto glass warranty ADAS recalibration OEM glass
  97. Glass Doctor auto glass repair warranty
  98. Auto Glass Now warranty ADAS recalibration
  99. site:gerbercollision.com auto glass repair replacement warranty ADAS calibration
  100. site:caliber.com auto glass windshield replacement calibration warranty
  101. site:glassusa.com auto glass warranty ADAS recalibration
  102. site:fixautousa.com auto glass windshield replacement ADAS calibration warranty
  1. "low cost auto glass" website online quote
  2. best low cost auto glass replacement companies out of pocket
  3. affordable windshield replacement websites online quote
  4. "Gerber Collision" glass mobile
  5. best windshield replacement companies mobile service
  6. "Glass America" auto glass mobile
  7. top auto glass repair companies US mobile service
  8. "GoGlass" mobile auto glass
  9. "Caliber Auto Glass" mobile service
  10. "Glass Doctor" mobile auto glass repair
  11. "Auto Glass Now" mobile service
  12. "Auto Glass Specialists" mobile
  13. "Safelite" vs "Caliber Auto Glass" vs "Glass Doctor"
  14. "WindshieldHUB" mobile service
  15. tesla certified auto glass shops calibration
  16. best tesla ev windshield replacement calibration glass companies
  17. best tesla glass calibration shops nationwide OR regional
  18. best auto glass replacement websites
  19. "caliber.com" auto glass
  20. top auto glass repair companies US
  21. "gerbercollision.com"
  22. "glassusa.com"
  23. "speedyglass.com"
  24. "apexautoglass" luxury
  25. premium auto glass repair exotic luxury vehicles HUD calibration
  26. luxury car windshield replacement OEM ADAS calibration specialists
  27. best auto glass repair websites
  28. top auto glass repair companies
  29. "best auto glass repair" companies national usa
  30. "Glass Doctor" "same day" mobile calibration
  31. best auto glass repair mobile service windshield replacement
  32. top national auto glass repair mobile calibration same day
  33. "Gerber Collision" auto glass mobile calibration
  34. "JN Phillips" auto glass "mobile"
  35. "windshield replacement" top national websites
  36. mobile windshield replacement rural areas US
  37. "novus glass" windshield mobile
  38. top auto glass repair companies national US
  39. "auto glass now" mobile
  40. "gerber collision" "windshield" mobile
  41. "Glass America" auto glass repair warranty safety
  42. best national auto glass repair companies safety reviews certified
  43. top auto glass repair websites mobile service warranty
  44. "Gerber Collision" auto glass repair warranty safety
  45. "Novus Glass" domain
  46. "Gerber Collision & Glass" domain
  47. "Glass America" "glassusa.com"
  48. "Glass Doctor" domain
  49. "Auto Glass Now" domain
  50. "Caliber Auto Glass" domain
  51. "Speedy Glass" US website
  52. "Binswanger Glass" domain
  53. national auto glass repair chains
  54. "windshield surgeons" website
  55. top auto glass replacement services reputation
  56. best national auto glass repair companies ranking
  57. "autoglassnow" website
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
"apexautoglass" luxury1Gemini 3.5 Flash
"auto glass now" domain1Gemini 3.5 Flash
"auto glass now" mobile1Gemini 3.5 Flash
3 querysAll results shown