Industry leaderboard

data warehouses

The 22 brands AI engines recommend most in data warehouses, ranked by cross-model visibility — led by BigQuery, Google, Snowflake. Open, daily-updated data...

Brands ranked
22
Category average
30.2
Category leader
BigQuery
Updated
daily

Brands AI recommends here

  1. BigQuery: rank #1, visibility 91.3, average position 2.0.
  2. Google: rank #2, visibility 91.3, average position 2.0.
  3. Snowflake: rank #3, visibility 68.7, average position 2.7.
  4. Azure ML: rank #4, visibility 64.0, average position 3.0.
  5. Amazon: rank #5, visibility 60.1, average position 3.3.
  6. Microsoft: rank #6, visibility 49.0, average position 4.0.
  7. Redshift: rank #7, visibility 49.0, average position 4.0.
  8. Databricks: rank #8, visibility 27.0, average position 5.8.
  9. Looker: rank #9, visibility 25.0, average position 6.0.
  10. Teradata: rank #10, visibility 25.0, average position 6.0.
  11. Starburst: rank #11, visibility 25.0, average position 6.0.
  12. Oracle: rank #12, visibility 16.0, average position 7.0.

Methodology

Trakkr Data measures how AI engines recommend, cite and describe brands across tracked prompts and public crawl observations. Entity pages update daily and are published as open datasets for crawler-readable citation and comparison.

Canonical page Public JSON feed Rankings