Neutral
AI recommendation signal analysis across 53 domains for the Neutral persona in Used Car Dealers.
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.
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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 Neutral questions. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.
- best used car websites dealers United States 2026 Consumer Reports CarGurus Autotrader CarMax Cars.com Carvana
- top online used car dealers marketplace USA 2026 Autotrader Cars.com CarGurus CarMax Carvana
- Consumer Reports buying used cars online CarMax Carvana Vroom Autotrader Cars.com
- JD Power best automotive websites used car shopping 2025
- "best used car websites" usnews OR "u.s. news"
- best used car websites dealers rankings reviews
- "best used car websites" US news
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 |
|---|---|---|
| "best used car websites" us news | 1 | Gemini 3.5 Flash |
| "best used car websites" usnews or "u.s. news" | 1 | Gemini 3.5 Flash |
| best used car buying sites ranked 2025 | 1 | DeepSeek V4 Pro |
| best used car dealer websites 2026 | 1 | Claude Sonnet 5 |
| best used car dealers websites 2026 | 1 | Claude Haiku 4.5 |
| best used car websites dealers rankings reviews | 1 | Gemini 3.5 Flash |
| best used car websites dealers united states 2026 consumer reports cargurus autotrader carmax cars.com carvana | 1 | GPT 5.5 |
| consumer reports buying used cars online carmax carvana vroom autotrader cars.com | 1 | GPT 5.5 |
| jd power best automotive websites used car shopping 2025 | 1 | GPT 5.5 |
| top best used car dealers websites 2024 2025 usa | 1 | DeepSeek V4 Pro |
| top online used car dealers marketplace usa 2026 autotrader cars.com cargurus carmax carvana | 1 | GPT 5.5 |
| top rated used car buying sites carmax carvana autotrader comparison | 1 | Claude Sonnet 5 |
| top rated used car marketplace platforms | 1 | Claude Haiku 4.5 |