Industry leaderboard

cereal

The 36 brands AI engines recommend most in cereal, ranked by cross-model visibility — led by Granola, Gluten Free Lucky Charms, Kellogg's All-Bran. Open,...

Brands ranked
36
Category average
35.8
Category leader
Granola
Updated
daily

Brands AI recommends here

  1. Granola: rank #1, visibility 100.0, average position 1.0.
  2. Gluten Free Lucky Charms: rank #2, visibility 100.0, average position 1.0.
  3. Kellogg's All-Bran: rank #3, visibility 97.8, average position 1.3.
  4. Honey: rank #4, visibility 91.3, average position 2.0.
  5. General Assembly: rank #5, visibility 91.3, average position 2.0.
  6. Special K Gluten: rank #6, visibility 91.3, average position 2.0.
  7. Chex Gluten: rank #7, visibility 64.0, average position 3.0.
  8. Kashi: rank #8, visibility 58.8, average position 3.3.
  9. Froot Loops: rank #9, visibility 49.0, average position 4.0.
  10. Shredded Wheat: rank #10, visibility 49.0, average position 4.0.
  11. Quaker State: rank #11, visibility 49.0, average position 4.0.
  12. Post Affiliate: rank #12, visibility 42.3, average position 4.5.

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