Industry leaderboard

scarves

The 30 brands AI engines recommend most in scarves, ranked by cross-model visibility — led by Amazon, ShopSavvy, Uniqlo. Open, daily-updated data from Trakkr.

Brands ranked
30
Category average
42.2
Category leader
Amazon
Updated
daily

Brands AI recommends here

  1. Amazon: rank #1, visibility 100.0, average position 1.0.
  2. ShopSavvy: rank #2, visibility 100.0, average position 1.0.
  3. Uniqlo: rank #3, visibility 96.5, average position 1.5.
  4. Eileen Fisher: rank #4, visibility 91.3, average position 2.0.
  5. Gucci: rank #5, visibility 91.3, average position 2.0.
  6. Google: rank #6, visibility 91.3, average position 2.0.
  7. People Tree: rank #7, visibility 64.0, average position 3.0.
  8. Hermès: rank #8, visibility 64.0, average position 3.0.
  9. Louis Vuitton: rank #9, visibility 64.0, average position 3.0.
  10. PriceRunner: rank #10, visibility 64.0, average position 3.0.
  11. Burberry scarf: rank #11, visibility 53.8, average position 3.7.
  12. Shopzilla: 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