Industry leaderboard

data labeling

The 22 brands AI engines recommend most in data labeling, ranked by cross-model visibility — led by Scale, SuperAnnotate, Labelbox. Open, daily-updated data...

Brands ranked
22
Category average
31.1
Category leader
Scale
Updated
daily

Brands AI recommends here

  1. Scale: rank #1, visibility 91.3, average position 2.0.
  2. SuperAnnotate: rank #2, visibility 91.3, average position 2.0.
  3. Labelbox: rank #3, visibility 67.2, average position 2.8.
  4. CloudFactory: rank #4, visibility 56.3, average position 3.5.
  5. Lionbridge: rank #5, visibility 49.0, average position 4.0.
  6. Cvat: rank #6, visibility 49.0, average position 4.0.
  7. Supervise.ly: rank #7, visibility 40.1, average position 4.7.
  8. Clickworker: rank #8, visibility 36.0, average position 5.0.
  9. Appen: rank #9, visibility 31.4, average position 5.4.
  10. Playment: rank #10, visibility 25.0, average position 6.0.
  11. V7 Darwin: rank #11, visibility 25.0, average position 6.0.
  12. Prodigy: 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