Industry leaderboard

luxury fashion

The 31 brands AI engines recommend most in luxury fashion, ranked by cross-model visibility — led by Chanel, Net-a-Porter, Dior. Open, daily-updated data from...

Brands ranked
31
Category average
40.7
Category leader
Chanel
Updated
daily

Brands AI recommends here

  1. Chanel: rank #1, visibility 100.0, average position 1.0.
  2. Net-a-Porter: rank #2, visibility 96.5, average position 1.5.
  3. Dior: rank #3, visibility 91.3, average position 2.0.
  4. Stella & Dot: rank #4, visibility 91.3, average position 2.0.
  5. Farfetch: rank #5, visibility 79.6, average position 2.5.
  6. Valentino: rank #6, visibility 64.0, average position 3.0.
  7. SSENSE: rank #7, visibility 64.0, average position 3.0.
  8. Eileen Fisher: rank #8, visibility 64.0, average position 3.0.
  9. Armarium: rank #9, visibility 64.0, average position 3.0.
  10. Vestiaire Collective: rank #10, visibility 56.3, average position 3.5.
  11. Elie Saab: rank #11, visibility 49.0, average position 4.0.
  12. Louis Vuitton: 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.

Canonical page Public JSON feed Rankings