Industry leaderboard

data labeling

The 20 brands AI engines recommend most in data labeling, ranked by cross-model visibility — led by Scale, Labelbox, Alegion. Open, daily-updated data from...

Brands ranked
20
Category average
32.1
Category leader
Scale
Updated
daily

Brands AI recommends here

  1. Scale: rank #1, visibility 93.7, average position 1.8.
  2. Labelbox: rank #2, visibility 67.2, average position 2.8.
  3. Alegion: rank #3, visibility 64.0, average position 3.0.
  4. Figure Eight: rank #4, visibility 64.0, average position 3.0.
  5. Appen: rank #5, visibility 49.0, average position 4.0.
  6. Superwise: rank #6, visibility 49.0, average position 4.0.
  7. Supervisely: rank #7, visibility 42.3, average position 4.5.
  8. Diffblue: rank #8, visibility 36.0, average position 5.0.
  9. CloudFactory: rank #9, visibility 32.1, average position 5.3.
  10. Lionbridge: rank #10, visibility 30.3, average position 5.5.
  11. Mighty: rank #11, visibility 25.0, average position 6.0.
  12. Hive: 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