Industry leaderboard

hotel accommodation

The 33 brands AI engines recommend most in hotel accommodation, ranked by cross-model visibility — led by The Peninsula, Marriott, StudentUniverse. Open,...

Brands ranked
33
Category average
39.5
Category leader
The Peninsula
Updated
daily

Brands AI recommends here

  1. The Peninsula: rank #1, visibility 100.0, average position 1.0.
  2. Marriott: rank #2, visibility 100.0, average position 1.0.
  3. StudentUniverse: rank #3, visibility 100.0, average position 1.0.
  4. Hilton: rank #4, visibility 91.3, average position 2.0.
  5. Hostelworld: rank #5, visibility 91.3, average position 2.0.
  6. Hotels.com: rank #6, visibility 64.0, average position 3.0.
  7. Four Seasons: rank #7, visibility 64.0, average position 3.0.
  8. Raffles: rank #8, visibility 64.0, average position 3.0.
  9. Hyatt: rank #9, visibility 64.0, average position 3.0.
  10. Booking.com: rank #10, visibility 60.1, average position 3.3.
  11. Airbnb: rank #11, visibility 56.3, average position 3.5.
  12. Vrbo: rank #12, visibility 56.3, average position 3.5.

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