Industry leaderboard

vacuum cleaners

The 25 brands AI engines recommend most in vacuum cleaners, ranked by cross-model visibility — led by Roomba, Eufy HomeVac, Shark. Open, daily-updated data...

Brands ranked
25
Category average
29.0
Category leader
Roomba
Updated
daily

Brands AI recommends here

  1. Roomba: rank #1, visibility 100.0, average position 1.0.
  2. Eufy HomeVac: rank #2, visibility 91.3, average position 2.0.
  3. Shark: rank #3, visibility 51.8, average position 3.8.
  4. iRobot Terra: rank #4, visibility 49.0, average position 4.0.
  5. Miele: rank #5, visibility 49.0, average position 4.0.
  6. Dyson: rank #6, visibility 44.4, average position 4.3.
  7. Hoover: rank #7, visibility 42.3, average position 4.5.
  8. Roborock: rank #8, visibility 40.1, average position 4.7.
  9. Neato: rank #9, visibility 36.0, average position 5.0.
  10. Eureka: rank #10, visibility 36.0, average position 5.0.
  11. Bissell: rank #11, visibility 30.3, average position 5.5.
  12. Ecovacs: rank #12, visibility 25.0, average position 6.0.

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