Industry leaderboard

scarves

The 34 brands AI engines recommend most in scarves, ranked by cross-model visibility — led by Cashmere Scarf Co, Shopzilla, Columbia. Open, daily-updated data...

Brands ranked
34
Category average
41.6
Category leader
Cashmere Scarf Co
Updated
daily

Brands AI recommends here

  1. Cashmere Scarf Co: rank #1, visibility 100.0, average position 1.0.
  2. Shopzilla: rank #2, visibility 100.0, average position 1.0.
  3. Columbia: rank #3, visibility 91.3, average position 2.0.
  4. Everlane: rank #4, visibility 91.3, average position 2.0.
  5. Louis Vuitton: rank #5, visibility 91.3, average position 2.0.
  6. Hermès: rank #6, visibility 91.3, average position 2.0.
  7. Google: rank #7, visibility 91.3, average position 2.0.
  8. Patagonia: rank #8, visibility 79.6, average position 2.5.
  9. The Muse: rank #9, visibility 64.0, average position 3.0.
  10. Eileen Fisher: rank #10, visibility 64.0, average position 3.0.
  11. Gucci: rank #11, visibility 64.0, average position 3.0.
  12. Burberry Brit: rank #12, visibility 64.0, average position 3.0.

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