Industry leaderboard

subscription boxes

The 28 brands AI engines recommend most in subscription boxes, ranked by cross-model visibility — led by Birchbox, SnackCrate, Scribd. Open, daily-updated data...

Brands ranked
28
Category average
43.7
Category leader
Birchbox
Updated
daily

Brands AI recommends here

  1. Birchbox: rank #1, visibility 100.0, average position 1.0.
  2. SnackCrate: rank #2, visibility 100.0, average position 1.0.
  3. Scribd: rank #3, visibility 100.0, average position 1.0.
  4. Chewy: rank #4, visibility 100.0, average position 1.0.
  5. Ipsy: rank #5, visibility 91.3, average position 2.0.
  6. MunchPak: rank #6, visibility 91.3, average position 2.0.
  7. Kindle: rank #7, visibility 91.3, average position 2.0.
  8. Sephora: rank #8, visibility 64.0, average position 3.0.
  9. Petco: rank #9, visibility 64.0, average position 3.0.
  10. BoxyCharm: rank #10, visibility 49.0, average position 4.0.
  11. UrthBox: rank #11, visibility 49.0, average position 4.0.
  12. PetSmart: 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