Neutral
AI recommendation signal analysis across 79 domains for the Neutral persona in Data Warehouse Lakehouse Platforms.
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.
- 2026 best data warehouse lakehouse platforms Gartner Magic Quadrant Snowflake Databricks BigQuery Redshift Synapse Fabric
- Forrester Wave cloud data warehouse 2025 Snowflake Databricks Google BigQuery Amazon Redshift Microsoft Fabric
- best cloud data warehouse lakehouse platforms comparison 2026
- top data lakehouse platforms 2025 2026
- top data warehouse platforms 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 |
|---|---|---|
| 2026 best data warehouse lakehouse platforms gartner magic quadrant snowflake databricks bigquery redshift synapse fabric | 1 | GPT 5.5 |
| best cloud data warehouse lakehouse platforms comparison 2026 | 1 | GPT 5.5 |
| best data warehouse lakehouse platforms 2024 2025 comparison top 10 | 1 | DeepSeek V4 Pro |
| best data warehouse solutions businesses | 1 | Claude Haiku 4.5 |
| best lakehouse platforms snowflake databricks bigquery redshift 2026 | 1 | Claude Sonnet 5 |
| forrester wave cloud data warehouse 2025 snowflake databricks google bigquery amazon redshift microsoft fabric | 1 | GPT 5.5 |
| top data lakehouse platforms 2025 2026 | 1 | Gemini 3.5 Flash |
| top data lakehouse platforms gartner forrester ranking 2024 | 1 | DeepSeek V4 Pro |
| top data warehouse lakehouse platforms 2026 | 1 | Claude Haiku 4.5 |
| top data warehouse lakehouse platforms 2026 comparison | 1 | Claude Sonnet 5 |
| top data warehouse platforms 2026 | 1 | Gemini 3.5 Flash |