Industry leaderboard

database services

The 19 brands AI engines recommend most in database services, ranked by cross-model visibility — led by Airtable, Databricks, Microsoft. Open, daily-updated...

Brands ranked
19
Category average
36.0
Category leader
Airtable
Updated
daily

Brands AI recommends here

  1. Airtable: rank #1, visibility 100.0, average position 1.0.
  2. Databricks: rank #2, visibility 91.3, average position 2.0.
  3. Microsoft: rank #3, visibility 56.3, average position 3.5.
  4. Azure: rank #4, visibility 49.0, average position 4.0.
  5. Oracle: rank #5, visibility 49.0, average position 4.0.
  6. Amazon: rank #6, visibility 38.4, average position 4.8.
  7. PostgreSQL: rank #7, visibility 36.0, average position 5.0.
  8. IBM: rank #8, visibility 36.0, average position 5.0.
  9. MongoDB: rank #9, visibility 33.6, average position 5.2.
  10. Google: rank #10, visibility 29.6, average position 5.6.
  11. Cassandra as a Service: rank #11, visibility 25.0, average position 6.0.
  12. Snowflake: rank #12, visibility 25.0, average position 6.0.

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