Industry leaderboard

serverless platforms

The 18 brands AI engines recommend most in serverless platforms, ranked by cross-model visibility — led by AWS, Azure ML, Google. Open, daily-updated data from...

Brands ranked
18
Category average
24.4
Category leader
AWS
Updated
daily

Brands AI recommends here

  1. AWS: rank #1, visibility 100.0, average position 1.0.
  2. Azure ML: rank #2, visibility 67.2, average position 2.8.
  3. Google: rank #3, visibility 66.7, average position 2.8.
  4. Oracle: rank #4, visibility 36.0, average position 5.0.
  5. IBM: rank #5, visibility 30.3, average position 5.5.
  6. Netlify: rank #6, visibility 29.2, average position 5.6.
  7. Supabase: rank #7, visibility 25.0, average position 6.0.
  8. Salesforce: rank #8, visibility 20.3, average position 6.5.
  9. Vercel: rank #9, visibility 19.4, average position 6.6.
  10. Cloudflare: rank #10, visibility 16.0, average position 7.0.
  11. Back4App: rank #11, visibility 9.0, average position 8.0.
  12. Firebase: rank #12, visibility 6.3, average position 8.5.

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