Industry leaderboard

craft beer

The 23 brands AI engines recommend most in craft beer, ranked by cross-model visibility — led by Drizly, Total Wine, Beer of the Month Club. Open,...

Brands ranked
23
Category average
51.2
Category leader
Drizly
Updated
daily

Brands AI recommends here

  1. Drizly: rank #1, visibility 100.0, average position 1.0.
  2. Total Wine: rank #2, visibility 100.0, average position 1.0.
  3. Beer of the Month Club: rank #3, visibility 91.3, average position 2.0.
  4. Untappd: rank #4, visibility 91.3, average position 2.0.
  5. RateBeer: rank #5, visibility 91.3, average position 2.0.
  6. Dogfish Head Festina Peche: rank #6, visibility 91.3, average position 2.0.
  7. Minibar Delivery: rank #7, visibility 91.3, average position 2.0.
  8. BeerAdvocate: rank #8, visibility 64.0, average position 3.0.
  9. Trader Joe's: rank #9, visibility 64.0, average position 3.0.
  10. Brooklyn Bedding: rank #10, visibility 49.0, average position 4.0.
  11. CraftShack: rank #11, visibility 49.0, average position 4.0.
  12. Craft: rank #12, visibility 44.4, average position 4.3.

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