Neutral
AI recommendation signal analysis across 105 domains for the Neutral persona in Home Centers.
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 Neutral questions. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.
- largest home improvement retailers United States home centers rankings 2025
- top home improvement stores United States home centers customer satisfaction 2025
- home improvement retailers online stores home centers US
- "tractor supply" website
- largest home center businesses
- top home improvement retailers US
- "harbor freight" website
- "do it best" website
- "floor and decor" website
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 |
|---|---|---|
| "do it best" website | 1 | Gemini 3.5 Flash |
| "floor and decor" website | 1 | Gemini 3.5 Flash |
| "harbor freight" website | 1 | Gemini 3.5 Flash |
| "tractor supply" website | 1 | Gemini 3.5 Flash |
| best home improvement retail stores home depot lowes | 1 | Claude Haiku 4.5 |
| best home improvement websites online stores 2024 | 1 | DeepSeek V4 Pro |
| home improvement retailers online stores home centers us | 1 | GPT 5.5 |
| largest home center businesses | 1 | Gemini 3.5 Flash |
| largest home improvement retailers list | 1 | Claude Sonnet 5 |
| largest home improvement retailers united states home centers rankings 2025 | 1 | GPT 5.5 |
| menards ace hardware wayfair amazon home improvement 2026 | 1 | Claude Haiku 4.5 |
| top home center businesses websites | 1 | Claude Haiku 4.5 |
| top home center retailers 2026 | 1 | Claude Haiku 4.5 |
| top home centers businesses websites | 1 | Claude Sonnet 5 |
| top home centers chains ranked by revenue 2024 | 1 | DeepSeek V4 Pro |
| top home centers retail stores usa best | 1 | DeepSeek V4 Pro |
| top home improvement retailers us | 1 | Gemini 3.5 Flash |
| top home improvement stores united states home centers customer satisfaction 2025 | 1 | GPT 5.5 |