Industry leaderboard

chocolate

The 17 brands AI engines recommend most in chocolate, ranked by cross-model visibility — led by Hershey's, Ghirardelli, Lindt. Open, daily-updated data from...

Brands ranked
17
Category average
35.6
Category leader
Hershey's
Updated
daily

Brands AI recommends here

  1. Hershey's: rank #1, visibility 100.0, average position 1.0.
  2. Ghirardelli: rank #2, visibility 64.0, average position 3.0.
  3. Lindt: rank #3, visibility 64.0, average position 3.0.
  4. Chocolat Moderne: rank #4, visibility 64.0, average position 3.0.
  5. Cadbury Dairy Milk: rank #5, visibility 64.0, average position 3.0.
  6. Valrhona: rank #6, visibility 53.8, average position 3.7.
  7. Guittard: rank #7, visibility 49.0, average position 4.0.
  8. Godiva: rank #8, visibility 45.6, average position 4.3.
  9. Callebaut: rank #9, visibility 28.4, average position 5.7.
  10. Ferrero: rank #10, visibility 18.8, average position 6.7.
  11. Mondelez: rank #11, visibility 16.0, average position 7.0.
  12. Theo: 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