Industry leaderboard

marketing attribution

The 17 brands AI engines recommend most in marketing attribution, ranked by cross-model visibility — led by Adobe, Ruler, HubSpot. Open, daily-updated data...

Brands ranked
17
Category average
33.7
Category leader
Adobe
Updated
daily

Brands AI recommends here

  1. Adobe: rank #1, visibility 95.0, average position 1.7.
  2. Ruler: rank #2, visibility 64.0, average position 3.0.
  3. HubSpot: rank #3, visibility 51.8, average position 3.8.
  4. Oracle: rank #4, visibility 49.0, average position 4.0.
  5. Mixpanel: rank #5, visibility 42.3, average position 4.5.
  6. Funnel.io: rank #6, visibility 36.0, average position 5.0.
  7. Braze: rank #7, visibility 36.0, average position 5.0.
  8. Amplitude: rank #8, visibility 32.1, average position 5.3.
  9. Google: rank #9, visibility 32.1, average position 5.3.
  10. Twilio: rank #10, visibility 28.4, average position 5.7.
  11. Salesforce: rank #11, visibility 25.0, average position 6.0.
  12. Fivetran: 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