Industry leaderboard

wine

The 15 brands AI engines recommend most in wine, ranked by cross-model visibility — led by Vivino, Wine.com, Total Wine. Open, daily-updated data from Trakkr.

Brands ranked
15
Category average
38.4
Category leader
Vivino
Updated
daily

Brands AI recommends here

  1. Vivino: rank #1, visibility 95.0, average position 1.7.
  2. Wine.com: rank #2, visibility 64.0, average position 3.0.
  3. Total Wine: rank #3, visibility 64.0, average position 3.0.
  4. Wine Access: rank #4, visibility 55.2, average position 3.6.
  5. Winc: rank #5, visibility 49.0, average position 4.0.
  6. Vinebox: rank #6, visibility 49.0, average position 4.0.
  7. Drizly: rank #7, visibility 49.0, average position 4.0.
  8. Cellars Wine Club: rank #8, visibility 36.0, average position 5.0.
  9. Plonk: rank #9, visibility 36.0, average position 5.0.
  10. Winebid: rank #10, visibility 36.0, average position 5.0.
  11. Nakedwines: rank #11, visibility 16.0, average position 7.0.
  12. Firstleaf: rank #12, visibility 13.4, average position 7.3.

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