Industry leaderboard

robot vacuums

The 12 brands AI engines recommend most in robot vacuums, ranked by cross-model visibility — led by iRobot i7+, Shark, Ecovacs. Open, daily-updated data from...

Brands ranked
12
Category average
32.2
Category leader
iRobot i7+
Updated
daily

Brands AI recommends here

  1. iRobot i7+: rank #1, visibility 100.0, average position 1.0.
  2. Shark: rank #2, visibility 60.8, average position 3.2.
  3. Ecovacs: rank #3, visibility 60.1, average position 3.3.
  4. Roborock: rank #4, visibility 44.4, average position 4.3.
  5. Neato: rank #5, visibility 43.6, average position 4.4.
  6. Dyson: rank #6, visibility 21.8, average position 6.3.
  7. Bissell: rank #7, visibility 20.3, average position 6.5.
  8. Eufy: rank #8, visibility 12.3, average position 7.5.
  9. Miele: rank #9, visibility 9.0, average position 8.0.
  10. Wyze: rank #10, visibility 6.3, average position 8.5.
  11. iLife V3s: rank #11, visibility 4.0, average position 9.0.
  12. Samsung: 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