Insurance Led Commuter
AI recommendation signal analysis across 373 domains for the Insurance Led Commuter persona in Auto Glass Repair.
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 →How to use this page
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.
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.
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.
Compare two models' fanout queries
The exact web searches each model ran while answering Insurance Led Commuter questions. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.
- best auto glass repair insurance claims mobile service windshield calibration national Safelite Glass America Gerber Caliber Auto Glass USA
- J.D. Power auto glass repair insurance claims windshield replacement mobile service Safelite
- windshield repair insurance claims mobile service ADAS calibration auto glass company
- Glass America windshield repair insurance claims mobile service ADAS calibration
- Gerber Collision Glass windshield replacement mobile service insurance claims calibration
- Auto Glass Now windshield repair insurance claims mobile service ADAS calibration
- Glass Doctor windshield repair insurance claims mobile service ADAS calibration
- best auto glass replacement websites
- "caliber.com" auto glass
- top auto glass repair companies US
- "gerbercollision.com"
- "glassusa.com"
- "speedyglass.com"
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.
| Query | LLM Count | LLMs |
|---|---|---|
| "caliber.com" auto glass | 1 | Gemini 3.5 Flash |
| "gerbercollision.com" | 1 | Gemini 3.5 Flash |
| "glassusa.com" | 1 | Gemini 3.5 Flash |
| "speedyglass.com" | 1 | Gemini 3.5 Flash |
| auto glass now windshield repair insurance claims mobile service adas calibration | 1 | GPT 5.5 |
| auto glass repair reviews calibration driver assist features | 1 | Claude Haiku 4.5 |
| best auto glass repair companies insurance claims mobile service 2024 | 1 | DeepSeek V4 Pro |
| best auto glass repair companies insurance windshield replacement mobile service national | 1 | Claude Sonnet 5 |
| best auto glass repair insurance claims mobile service windshield calibration national safelite glass america gerber caliber auto glass usa | 1 | GPT 5.5 |
| best auto glass repair insurance covered mobile service 2026 | 1 | Claude Haiku 4.5 |
| best auto glass replacement websites | 1 | Gemini 3.5 Flash |
| gerber autoglass windshield surgeons domain website insurance | 1 | Claude Haiku 4.5 |
| gerber collision glass windshield replacement mobile service insurance claims calibration | 1 | GPT 5.5 |
| glass america windshield repair insurance claims mobile service adas calibration | 1 | GPT 5.5 |
| glass doctor windshield repair insurance claims mobile service adas calibration | 1 | GPT 5.5 |
| j.d. power auto glass repair insurance claims windshield replacement mobile service safelite | 1 | GPT 5.5 |
| safelite vs glass america vs auto glass now comparison reviews | 1 | DeepSeek V4 Pro |
| speedy glass auto glass one domain insurance claims mobile service | 1 | Claude Haiku 4.5 |
| top auto glass repair companies us | 1 | Gemini 3.5 Flash |
| top rated windshield repair companies national chains reviews 2024 | 1 | DeepSeek V4 Pro |
| top rated windshield replacement repair companies national | 1 | Claude Haiku 4.5 |
| top windshield repair companies adas calibration reviews | 1 | Claude Sonnet 5 |
| windshield repair insurance claims mobile service adas calibration auto glass company | 1 | GPT 5.5 |