Industry leaderboard

robot vacuums

The 13 brands AI engines recommend most in robot vacuums, ranked by cross-model visibility — led by Roomba, iRobot Terra, Roborock. Open, daily-updated data...

Brands ranked
13
Category average
33.9
Category leader
Roomba
Updated
daily

Brands AI recommends here

  1. Roomba: rank #1, visibility 100.0, average position 1.0.
  2. iRobot Terra: rank #2, visibility 97.3, average position 1.4.
  3. Roborock: rank #3, visibility 58.8, average position 3.3.
  4. Shark: rank #4, visibility 38.4, average position 4.8.
  5. Neato: rank #5, visibility 38.0, average position 4.8.
  6. Eufy: rank #6, visibility 30.3, average position 5.5.
  7. Ecovacs: rank #7, visibility 25.0, average position 6.0.
  8. Samsung: rank #8, visibility 21.8, average position 6.3.
  9. Wyze: rank #9, visibility 13.4, average position 7.3.
  10. Bissell: rank #10, visibility 7.6, average position 8.3.
  11. Miele: rank #11, visibility 5.4, average position 8.7.
  12. iLife V3s: rank #12, visibility 4.0, average position 9.0.

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