Industry leaderboard

ab testing

The 21 brands AI engines recommend most in ab testing, ranked by cross-model visibility — led by VWO, Google, Firebase. Open, daily-updated data from Trakkr.

Brands ranked
21
Category average
28.7
Category leader
VWO
Updated
daily

Brands AI recommends here

  1. VWO: rank #1, visibility 88.1, average position 2.2.
  2. Google: rank #2, visibility 68.1, average position 2.8.
  3. Firebase: rank #3, visibility 64.0, average position 3.0.
  4. Optimizely: rank #4, visibility 61.7, average position 3.1.
  5. Adobe: rank #5, visibility 49.0, average position 4.0.
  6. Convert.com: rank #6, visibility 49.0, average position 4.0.
  7. Mixpanel: rank #7, visibility 30.3, average position 5.5.
  8. Amplitude: rank #8, visibility 30.3, average position 5.5.
  9. AB Tasty: rank #9, visibility 25.0, average position 6.0.
  10. Apptimize: rank #10, visibility 25.0, average position 6.0.
  11. GrowthBook: rank #11, visibility 25.0, average position 6.0.
  12. HubSpot: 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