Industry leaderboard
luxury fashion
The 29 brands AI engines recommend most in luxury fashion, ranked by cross-model visibility — led by Net-a-Porter, The RealReal, Dior. Open, daily-updated data...
- Brands ranked
- 29
- Category average
- 47.5
- Category leader
- Net-a-Porter
- Updated
- daily
Brands AI recommends here
- Net-a-Porter: rank #1, visibility 100.0, average position 1.0.
- The RealReal: rank #2, visibility 100.0, average position 1.0.
- Dior: rank #3, visibility 91.3, average position 2.0.
- Moda Operandi: rank #4, visibility 91.3, average position 2.0.
- Stella McCartney: rank #5, visibility 91.3, average position 2.0.
- Trunk Club: rank #6, visibility 91.3, average position 2.0.
- Vestiaire Collective: rank #7, visibility 91.3, average position 2.0.
- Givenchy: rank #8, visibility 64.0, average position 3.0.
- Farfetch: rank #9, visibility 64.0, average position 3.0.
- Patagonia: rank #10, visibility 64.0, average position 3.0.
- Depop: rank #11, visibility 64.0, average position 3.0.
- Valentino: 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.