Enterprise Data Leader
AI recommendation signal analysis across 62 domains for the Enterprise Data Leader 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 Enterprise Data Leader questions. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.
- Gartner Magic Quadrant cloud database management systems 2025 leaders Databricks Snowflake Google Microsoft Oracle AWS IBM Teradata SAP
- Forrester Wave cloud data warehouse 2025 Snowflake Databricks Google BigQuery Microsoft Synapse Fabric Oracle Autonomous Data Warehouse
- enterprise data warehouse lakehouse governance lineage role based access platform Databricks Snowflake BigQuery Microsoft Fabric AWS Redshift Oracle Teradata
- top enterprise data warehouse lakehouse platforms 2025 2026
- gartner magic quadrant cloud database management systems 2025 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 |
|---|---|---|
| best data lakehouse platforms enterprise governance security scalability 2025 | 1 | DeepSeek V4 Pro |
| best data warehouse lakehouse platforms enterprise 2024 2025 | 1 | Claude Haiku 4.5 |
| data warehouse lakehouse snowflake databricks bigquery redshift | 1 | Claude Haiku 4.5 |
| enterprise data warehouse governance scalability comparison | 1 | Claude Haiku 4.5 |
| enterprise data warehouse lakehouse governance lineage role based access platform databricks snowflake bigquery microsoft fabric aws redshift oracle teradata | 1 | GPT 5.5 |
| forrester wave cloud data warehouse 2025 snowflake databricks google bigquery microsoft synapse fabric oracle autonomous data warehouse | 1 | GPT 5.5 |
| gartner magic quadrant cloud database management systems 2025 2026 | 1 | Gemini 3.5 Flash |
| gartner magic quadrant cloud database management systems 2025 leaders | 1 | Claude Sonnet 5 |
| gartner magic quadrant cloud database management systems 2025 leaders databricks snowflake google microsoft oracle aws ibm teradata sap | 1 | GPT 5.5 |
| gartner magic quadrant data analytics platforms 2025 leaders | 1 | DeepSeek V4 Pro |
| ibm watsonx teradata vantage oracle autonomous enterprise data platform comparison | 1 | Claude Haiku 4.5 |
| starburst dremio informatica enterprise data governance lakehouse 2025 2026 | 1 | Claude Haiku 4.5 |
| top enterprise data warehouse lakehouse platforms 2025 2026 | 1 | Gemini 3.5 Flash |
| top enterprise data warehouse lakehouse platforms 2025 comparison gartner forrester | 1 | DeepSeek V4 Pro |
| top enterprise data warehouse lakehouse platforms 2026 comparison governance security | 1 | Claude Sonnet 5 |