Industry leaderboard

frozen meals

The 20 brands AI engines recommend most in frozen meals, ranked by cross-model visibility — led by SweetEarth, Lightgirl, Kashi. Open, daily-updated data from...

Brands ranked
20
Category average
30.6
Category leader
SweetEarth
Updated
daily

Brands AI recommends here

  1. SweetEarth: rank #1, visibility 100.0, average position 1.0.
  2. Lightgirl: rank #2, visibility 64.0, average position 3.0.
  3. Kashi: rank #3, visibility 64.0, average position 3.0.
  4. Healthy Paws: rank #4, visibility 60.1, average position 3.3.
  5. Amy's Gluten: rank #5, visibility 53.8, average position 3.7.
  6. Dr. Earth: rank #6, visibility 49.0, average position 4.0.
  7. Stouffer's: rank #7, visibility 39.1, average position 4.8.
  8. Luigi's Gluten: rank #8, visibility 36.0, average position 5.0.
  9. Morningstar: rank #9, visibility 36.0, average position 5.0.
  10. Luvo: rank #10, visibility 30.3, average position 5.5.
  11. Birds Eye Steamfresh: rank #11, visibility 20.3, average position 6.5.
  12. Evol: rank #12, visibility 18.1, average position 6.8.

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