Industry leaderboard

chocolate

The 16 brands AI engines recommend most in chocolate, ranked by cross-model visibility — led by Hershey's, Godiva, Mondelez. Open, daily-updated data from...

Brands ranked
16
Category average
32.6
Category leader
Hershey's
Updated
daily

Brands AI recommends here

  1. Hershey's: rank #1, visibility 100.0, average position 1.0.
  2. Godiva: rank #2, visibility 58.8, average position 3.3.
  3. Mondelez: rank #3, visibility 56.3, average position 3.5.
  4. Lindt: rank #4, visibility 49.0, average position 4.0.
  5. Ghirardelli: rank #5, visibility 49.0, average position 4.0.
  6. Ritter Sport: rank #6, visibility 49.0, average position 4.0.
  7. Valrhona: rank #7, visibility 36.0, average position 5.0.
  8. ChocoLocal: rank #8, visibility 25.0, average position 6.0.
  9. Ferrero: rank #9, visibility 25.0, average position 6.0.
  10. Callebaut: rank #10, visibility 22.6, average position 6.3.
  11. El Rey: rank #11, visibility 16.0, average position 7.0.
  12. Scharffen Berger: rank #12, visibility 16.0, average position 7.0.

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