Industry leaderboard

data warehouses

The 17 brands AI engines recommend most in data warehouses, ranked by cross-model visibility — led by BigQuery, Snowflake, Amazon. Open, daily-updated data...

Brands ranked
17
Category average
29.3
Category leader
BigQuery
Updated
daily

Brands AI recommends here

  1. BigQuery: rank #1, visibility 91.3, average position 2.0.
  2. Snowflake: rank #2, visibility 61.4, average position 3.2.
  3. Amazon: rank #3, visibility 60.1, average position 3.3.
  4. Google: rank #4, visibility 56.3, average position 3.5.
  5. Databricks: rank #5, visibility 49.0, average position 4.0.
  6. Microsoft: rank #6, visibility 42.3, average position 4.5.
  7. Azure: rank #7, visibility 42.3, average position 4.5.
  8. Oracle: rank #8, visibility 25.0, average position 6.0.
  9. Teradata: rank #9, visibility 16.0, average position 7.0.
  10. IBM: rank #10, visibility 16.0, average position 7.0.
  11. Snowplow: rank #11, visibility 12.3, average position 7.5.
  12. Fivetran: rank #12, visibility 9.0, average position 8.0.

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