High Risk Record Driver
AI recommendation signal analysis across 104 domains for the High Risk Record Driver persona in 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 →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 High Risk Record Driver questions. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.
- best high risk auto insurance companies DUI tickets accidents SR-22 drivers 2026
- high risk auto insurance companies non standard auto insurance Progressive The General Dairyland Direct Auto
- NerdWallet best high-risk auto insurance companies 2026
- ValuePenguin best high-risk auto insurance companies 2026
- Progressive high risk car insurance SR-22 official
- Dairyland high risk auto insurance SR-22 official
- The General high risk car insurance official
- Direct Auto high risk car insurance SR-22 official
- "direct auto" insurance
- top non standard auto insurance companies
- best high risk auto insurance companies US
- "dairyland" auto insurance
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 |
|---|---|---|
| "dairyland" auto insurance | 1 | Gemini 3.5 Flash |
| "direct auto" insurance | 1 | Gemini 3.5 Flash |
| affordable auto insurance high-risk drivers transparency discounts | 1 | Claude Haiku 4.5 |
| auto insurance companies accept bad driving history tickets accidents | 1 | Claude Haiku 4.5 |
| best auto insurance companies for high risk drivers 2025 | 1 | DeepSeek V4 Pro |
| best auto insurance high-risk drivers poor driving record | 1 | Claude Haiku 4.5 |
| best high risk auto insurance companies dui tickets accidents sr-22 drivers 2026 | 1 | GPT 5.5 |
| best high risk auto insurance companies us | 1 | Gemini 3.5 Flash |
| best high-risk auto insurance companies 2026 | 1 | Claude Sonnet 5 |
| dairyland high risk auto insurance sr-22 official | 1 | GPT 5.5 |
| direct auto high risk car insurance sr-22 official | 1 | GPT 5.5 |
| high risk auto insurance companies affordable payment plans sr-22 | 1 | DeepSeek V4 Pro |
| high risk auto insurance companies non standard auto insurance progressive the general dairyland direct auto | 1 | GPT 5.5 |
| high risk driver insurance discounts safe driving program sr-22 | 1 | Claude Sonnet 5 |
| nerdwallet best high-risk auto insurance companies 2026 | 1 | GPT 5.5 |
| progressive high risk car insurance sr-22 official | 1 | GPT 5.5 |
| the general high risk car insurance official | 1 | GPT 5.5 |
| top 10 auto insurance for drivers with bad record tickets accidents | 1 | DeepSeek V4 Pro |
| top non standard auto insurance companies | 1 | Gemini 3.5 Flash |
| valuepenguin best high-risk auto insurance companies 2026 | 1 | GPT 5.5 |