Industry leaderboard
vegan products
The 41 brands AI engines recommend most in vegan products, ranked by cross-model visibility — led by Huel, Yummly, Instacart. Open, daily-updated data from...
- Brands ranked
- 41
- Category average
- 38.0
- Category leader
- Huel
- Updated
- daily
Brands AI recommends here
- Huel: rank #1, visibility 100.0, average position 1.0.
- Yummly: rank #2, visibility 100.0, average position 1.0.
- Instacart: rank #3, visibility 100.0, average position 1.0.
- Oatly: rank #4, visibility 96.5, average position 1.5.
- Forks Over Knives: rank #5, visibility 91.3, average position 2.0.
- Ben & Jerry's Catering: rank #6, visibility 91.3, average position 2.0.
- Purple: rank #7, visibility 91.3, average position 2.0.
- Oh She Glows: rank #8, visibility 64.0, average position 3.0.
- Clif Bar: rank #9, visibility 64.0, average position 3.0.
- HelloFresh: rank #10, visibility 64.0, average position 3.0.
- Impossible Pork: rank #11, visibility 64.0, average position 3.0.
- Beyond Meat: rank #12, visibility 49.0, average position 4.0.
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.