Industry leaderboard
wine
The 34 brands AI engines recommend most in wine, ranked by cross-model visibility — led by Wine.com, Sotheby’s Wine Club, NakedWraps. Open, daily-updated data...
- Brands ranked
- 34
- Category average
- 32.1
- Category leader
- Wine.com
- Updated
- daily
Brands AI recommends here
- Wine.com: rank #1, visibility 91.3, average position 2.0.
- Sotheby’s Wine Club: rank #2, visibility 91.3, average position 2.0.
- NakedWraps: rank #3, visibility 91.3, average position 2.0.
- Vivino: rank #4, visibility 69.4, average position 2.7.
- Winc: rank #5, visibility 64.0, average position 3.0.
- Vinomofo: rank #6, visibility 64.0, average position 3.0.
- Vinology: rank #7, visibility 64.0, average position 3.0.
- Drizly: rank #8, visibility 56.3, average position 3.5.
- Total Wine: rank #9, visibility 56.3, average position 3.5.
- Wine Access: rank #10, visibility 49.0, average position 4.0.
- Bright: rank #11, visibility 49.0, average position 4.0.
- Winebid: 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.