Industry leaderboard

ebikes

The 22 brands AI engines recommend most in ebikes, ranked by cross-model visibility — led by Specialized, Trek, Komoot. Open, daily-updated data from Trakkr.

Brands ranked
22
Category average
39.4
Category leader
Specialized
Updated
daily

Brands AI recommends here

  1. Specialized: rank #1, visibility 97.8, average position 1.3.
  2. Trek: rank #2, visibility 95.0, average position 1.7.
  3. Komoot: rank #3, visibility 91.3, average position 2.0.
  4. ANCHEER: rank #4, visibility 91.3, average position 2.0.
  5. Ride: rank #5, visibility 64.0, average position 3.0.
  6. ECOTRIC: rank #6, visibility 64.0, average position 3.0.
  7. Rad Power Bikes: rank #7, visibility 56.3, average position 3.5.
  8. Brompton Electric: rank #8, visibility 49.0, average position 4.0.
  9. Strava: rank #9, visibility 49.0, average position 4.0.
  10. Vanmoof: rank #10, visibility 36.0, average position 5.0.
  11. Wahoo: rank #11, visibility 36.0, average position 5.0.
  12. Giant: rank #12, visibility 32.1, average position 5.3.

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