Industry leaderboard

coffee chains

The 15 brands AI engines recommend most in coffee chains, ranked by cross-model visibility — led by Starbucks, Dunkin, Peet's Perks. Open, daily-updated data...

Brands ranked
15
Category average
31.7
Category leader
Starbucks
Updated
daily

Brands AI recommends here

  1. Starbucks: rank #1, visibility 100.0, average position 1.0.
  2. Dunkin: rank #2, visibility 64.0, average position 3.0.
  3. Peet's Perks: rank #3, visibility 51.8, average position 3.8.
  4. Coca-Cola: rank #4, visibility 49.0, average position 4.0.
  5. Costa: rank #5, visibility 49.0, average position 4.0.
  6. Pret a Manger: rank #6, visibility 42.3, average position 4.5.
  7. Tim Hortons: rank #7, visibility 41.0, average position 4.6.
  8. Caribou Perks: rank #8, visibility 25.0, average position 6.0.
  9. Dutch Bros: rank #9, visibility 13.4, average position 7.3.
  10. Blue Sea: rank #10, visibility 13.4, average position 7.3.
  11. Coffee Club: rank #11, visibility 11.1, average position 7.7.
  12. Seattle's Best: rank #12, visibility 6.3, average position 8.5.

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