Industry leaderboard
database services
The 24 brands AI engines recommend most in database services, ranked by cross-model visibility — led by Airtable, BigQuery, Azure. Open, daily-updated data...
- Brands ranked
- 24
- Category average
- 38.1
- Category leader
- Airtable
- Updated
- daily
Brands AI recommends here
- Airtable: rank #1, visibility 100.0, average position 1.0.
- BigQuery: rank #2, visibility 91.3, average position 2.0.
- Azure: rank #3, visibility 64.0, average position 3.0.
- Redshift: rank #4, visibility 64.0, average position 3.0.
- IBM: rank #5, visibility 64.0, average position 3.0.
- Google: rank #6, visibility 54.8, average position 3.6.
- Amazon: rank #7, visibility 53.8, average position 3.7.
- Supabase: rank #8, visibility 49.0, average position 4.0.
- MongoDB: rank #9, visibility 42.3, average position 4.5.
- Microsoft: rank #10, visibility 36.0, average position 5.0.
- Couchbase: rank #11, visibility 36.0, average position 5.0.
- PostgreSQL: rank #12, visibility 32.1, average position 5.3.
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.