Industry leaderboard

cereal

The 19 brands AI engines recommend most in cereal, ranked by cross-model visibility — led by Cascadian Farm Granola, MyFitnessPal, Kellogg's Cocoa Puffs. Open,...

Brands ranked
19
Category average
38.3
Category leader
Cascadian Farm Granola
Updated
daily

Brands AI recommends here

  1. Cascadian Farm Granola: rank #1, visibility 91.3, average position 2.0.
  2. MyFitnessPal: rank #2, visibility 91.3, average position 2.0.
  3. Kellogg's Cocoa Puffs: rank #3, visibility 66.0, average position 2.9.
  4. Fiber One: rank #4, visibility 64.0, average position 3.0.
  5. Lifesum: rank #5, visibility 64.0, average position 3.0.
  6. Kashi: rank #6, visibility 49.0, average position 4.0.
  7. WeightWatchers: rank #7, visibility 49.0, average position 4.0.
  8. Quaker State: rank #8, visibility 49.0, average position 4.0.
  9. General Assembly: rank #9, visibility 38.4, average position 4.8.
  10. Gluten Free O's: rank #10, visibility 36.0, average position 5.0.
  11. Barbara's Puffins Gluten: rank #11, visibility 30.3, average position 5.5.
  12. Amy's Bowls: 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