Industry leaderboard

vacuum cleaners

The 16 brands AI engines recommend most in vacuum cleaners, ranked by cross-model visibility — led by iRobot Terra, Shark, Dyson. Open, daily-updated data from...

Brands ranked
16
Category average
32.8
Category leader
iRobot Terra
Updated
daily

Brands AI recommends here

  1. iRobot Terra: rank #1, visibility 100.0, average position 1.0.
  2. Shark: rank #2, visibility 91.3, average position 2.0.
  3. Dyson: rank #3, visibility 53.8, average position 3.7.
  4. Hoover: rank #4, visibility 53.8, average position 3.7.
  5. Roborock: rank #5, visibility 44.4, average position 4.3.
  6. Bissell: rank #6, visibility 39.1, average position 4.8.
  7. Ecovacs: rank #7, visibility 28.4, average position 5.7.
  8. Miele: rank #8, visibility 28.4, average position 5.7.
  9. Neato: rank #9, visibility 25.0, average position 6.0.
  10. LG: rank #10, visibility 25.0, average position 6.0.
  11. Electrolux: rank #11, visibility 16.0, average position 7.0.
  12. Viomi: rank #12, visibility 9.0, average position 8.0.

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