Industry leaderboard

hotel accommodation

The 34 brands AI engines recommend most in hotel accommodation, ranked by cross-model visibility — led by Marriott, Hostelworld, The Peninsula. Open,...

Brands ranked
34
Category average
38.6
Category leader
Marriott
Updated
daily

Brands AI recommends here

  1. Marriott: rank #1, visibility 100.0, average position 1.0.
  2. Hostelworld: rank #2, visibility 100.0, average position 1.0.
  3. The Peninsula: rank #3, visibility 91.3, average position 2.0.
  4. Hilton: rank #4, visibility 91.3, average position 2.0.
  5. Hotels.com: rank #5, visibility 64.0, average position 3.0.
  6. Four Seasons: rank #6, visibility 64.0, average position 3.0.
  7. Mandarin Oriental: rank #7, visibility 64.0, average position 3.0.
  8. Hyatt: rank #8, visibility 64.0, average position 3.0.
  9. Airbnb: rank #9, visibility 53.8, average position 3.7.
  10. Booking.com: rank #10, visibility 49.0, average position 4.0.
  11. Agoda: rank #11, visibility 49.0, average position 4.0.
  12. Tripadvisor: 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