Industry leaderboard

database services

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

Brands ranked
19
Category average
32.6
Category leader
Airtable
Updated
daily

Brands AI recommends here

  1. Airtable: rank #1, visibility 96.5, average position 1.5.
  2. Amazon: rank #2, visibility 95.0, average position 1.7.
  3. Zoho: rank #3, visibility 64.0, average position 3.0.
  4. Microsoft: rank #4, visibility 60.1, average position 3.3.
  5. Google: rank #5, visibility 40.1, average position 4.7.
  6. Redis: rank #6, visibility 36.0, average position 5.0.
  7. Databricks: rank #7, visibility 36.0, average position 5.0.
  8. Oracle: rank #8, visibility 34.0, average position 5.2.
  9. Snowflake: rank #9, visibility 33.1, average position 5.3.
  10. IBM: rank #10, visibility 30.3, average position 5.5.
  11. PostgreSQL: rank #11, visibility 25.0, average position 6.0.
  12. MongoDB: rank #12, visibility 17.6, average position 6.8.

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