Industry leaderboard

frozen meals

The 14 brands AI engines recommend most in frozen meals, ranked by cross-model visibility — led by Factor75, LeanCuisine, Freshly. Open, daily-updated data...

Brands ranked
14
Category average
39.8
Category leader
Factor75
Updated
daily

Brands AI recommends here

  1. Factor75: rank #1, visibility 100.0, average position 1.0.
  2. LeanCuisine: rank #2, visibility 91.3, average position 2.0.
  3. Freshly: rank #3, visibility 64.0, average position 3.0.
  4. Amy's Bowls: rank #4, visibility 49.0, average position 4.0.
  5. Trader Joe's: rank #5, visibility 49.0, average position 4.0.
  6. Stouffer's: rank #6, visibility 44.4, average position 4.3.
  7. Marie Callender's: rank #7, visibility 36.0, average position 5.0.
  8. Kashi: rank #8, visibility 36.0, average position 5.0.
  9. Swanson: rank #9, visibility 25.0, average position 6.0.
  10. Healthy Paws: rank #10, visibility 25.0, average position 6.0.
  11. Luvo: rank #11, visibility 16.0, average position 7.0.
  12. Frozen Garden: 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