Industry leaderboard

vacuum cleaners

The 20 brands AI engines recommend most in vacuum cleaners, ranked by cross-model visibility — led by Miele, Shark, Dyson. Open, daily-updated data from Trakkr.

Brands ranked
20
Category average
28.6
Category leader
Miele
Updated
daily

Brands AI recommends here

  1. Miele: rank #1, visibility 79.6, average position 2.5.
  2. Shark: rank #2, visibility 64.0, average position 3.0.
  3. Dyson: rank #3, visibility 64.0, average position 3.0.
  4. iRobot i7+: rank #4, visibility 49.0, average position 4.0.
  5. Electrolux: rank #5, visibility 49.0, average position 4.0.
  6. Roborock: rank #6, visibility 44.4, average position 4.3.
  7. Hoover: rank #7, visibility 39.1, average position 4.8.
  8. Neato: rank #8, visibility 36.0, average position 5.0.
  9. Ecovacs: rank #9, visibility 36.0, average position 5.0.
  10. Eureka Mighty Mite: rank #10, visibility 36.0, average position 5.0.
  11. Bissell: rank #11, visibility 23.0, average position 6.2.
  12. Bosch: rank #12, visibility 16.0, average position 7.0.

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