Neutral
AI recommendation signal analysis across 165 domains for the Neutral persona in Enterprise Search Knowledge Copilots.
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.
- enterprise search knowledge copilot Gartner Magic Quadrant 2024 2025 Glean Coveo Elastic Microsoft Google Cloud enterprise search
- Forrester Wave cognitive search 2023 2024 enterprise search vendors Glean Coveo Sinequa Lucidworks
- best enterprise search AI knowledge management copilots Glean Coveo Guru Notion Atlassian Microsoft 365 Copilot
- "unleash" enterprise search
- best enterprise search and knowledge copilots software websites
- top enterprise search engines ai copilots 2026
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 |
|---|---|---|
| "unleash" enterprise search | 1 | Gemini 3.5 Flash |
| best enterprise ai search copilot software gartner forrester | 1 | DeepSeek V4 Pro |
| best enterprise ai search knowledge management tools glean guru coveo | 1 | Claude Sonnet 5 |
| best enterprise search ai knowledge management copilots glean coveo guru notion atlassian microsoft 365 copilot | 1 | GPT 5.5 |
| best enterprise search and knowledge copilots software websites | 1 | Gemini 3.5 Flash |
| best enterprise search copilot platforms businesses | 1 | Claude Haiku 4.5 |
| enterprise search knowledge copilot gartner magic quadrant 2024 2025 glean coveo elastic microsoft google cloud enterprise search | 1 | GPT 5.5 |
| forrester wave cognitive search 2023 2024 enterprise search vendors glean coveo sinequa lucidworks | 1 | GPT 5.5 |
| top enterprise search and knowledge copilot software 2026 | 1 | Claude Sonnet 5 |
| top enterprise search engines ai copilots 2026 | 1 | Gemini 3.5 Flash |
| top enterprise search knowledge copilot platforms 2024 2025 comparison | 1 | DeepSeek V4 Pro |
| top enterprise search knowledge copilots 2026 | 1 | Claude Haiku 4.5 |