Industry leaderboard

scarves

The 27 brands AI engines recommend most in scarves, ranked by cross-model visibility — led by Louis Vuitton, Carhartt, People Tree. Open, daily-updated data...

Brands ranked
27
Category average
43.0
Category leader
Louis Vuitton
Updated
daily

Brands AI recommends here

  1. Louis Vuitton: rank #1, visibility 100.0, average position 1.0.
  2. Carhartt: rank #2, visibility 91.3, average position 2.0.
  3. People Tree: rank #3, visibility 91.3, average position 2.0.
  4. Hermès: rank #4, visibility 91.3, average position 2.0.
  5. Google: rank #5, visibility 91.3, average position 2.0.
  6. Patagonia: rank #6, visibility 64.0, average position 3.0.
  7. Eileen Fisher: rank #7, visibility 64.0, average position 3.0.
  8. Gucci: rank #8, visibility 64.0, average position 3.0.
  9. ShopSavvy: rank #9, visibility 64.0, average position 3.0.
  10. Columbia: rank #10, visibility 49.0, average position 4.0.
  11. PayPal: rank #11, visibility 49.0, average position 4.0.
  12. Uniqlo: rank #12, visibility 36.0, average position 5.0.

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