Industry leaderboard

machine learning platforms

The 20 brands AI engines recommend most in machine learning platforms, ranked by cross-model visibility — led by Coursera, Udacity, PyTorch. Open,...

Brands ranked
20
Category average
40.3
Category leader
Coursera
Updated
daily

Brands AI recommends here

  1. Coursera: rank #1, visibility 100.0, average position 1.0.
  2. Udacity: rank #2, visibility 91.3, average position 2.0.
  3. PyTorch: rank #3, visibility 91.3, average position 2.0.
  4. edX: rank #4, visibility 64.0, average position 3.0.
  5. Scikit-learn: rank #5, visibility 64.0, average position 3.0.
  6. Google: rank #6, visibility 57.3, average position 3.4.
  7. Kaggle: rank #7, visibility 56.3, average position 3.5.
  8. Microsoft: rank #8, visibility 49.0, average position 4.0.
  9. IBM: rank #9, visibility 49.0, average position 4.0.
  10. Amazon: rank #10, visibility 41.0, average position 4.6.
  11. Azure: rank #11, visibility 30.3, average position 5.5.
  12. Databricks: rank #12, visibility 30.3, average position 5.5.

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