Industry leaderboard

ereaders

The 14 brands AI engines recommend most in ereaders, ranked by cross-model visibility — led by Scribd, Kindle, Kobo. Open, daily-updated data from Trakkr.

Brands ranked
14
Category average
34.0
Category leader
Scribd
Updated
daily

Brands AI recommends here

  1. Scribd: rank #1, visibility 91.3, average position 2.0.
  2. Kindle: rank #2, visibility 58.8, average position 3.3.
  3. Kobo: rank #3, visibility 58.1, average position 3.4.
  4. Apple: rank #4, visibility 49.0, average position 4.0.
  5. Amazon: rank #5, visibility 46.7, average position 4.2.
  6. PocketBook Classics: rank #6, visibility 36.0, average position 5.0.
  7. Barnes & Noble: rank #7, visibility 36.0, average position 5.0.
  8. Onyx Boox Note: rank #8, visibility 28.4, average position 5.7.
  9. Google: rank #9, visibility 25.0, average position 6.0.
  10. Rakuten: rank #10, visibility 16.0, average position 7.0.
  11. Likebook Mars: rank #11, visibility 16.0, average position 7.0.
  12. OverDrive: rank #12, visibility 9.0, average position 8.0.

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