Industry leaderboard

robot vacuums

The 19 brands AI engines recommend most in robot vacuums, ranked by cross-model visibility — led by iRobot, Roborock, Ecovacs. Open, daily-updated data from...

Brands ranked
19
Category average
26.5
Category leader
iRobot
Updated
daily

Brands AI recommends here

  1. iRobot: rank #1, visibility 100.0, average position 1.0.
  2. Roborock: rank #2, visibility 91.3, average position 2.0.
  3. Ecovacs: rank #3, visibility 64.0, average position 3.0.
  4. Neato: rank #4, visibility 44.4, average position 4.3.
  5. Shark: rank #5, visibility 42.3, average position 4.5.
  6. Neabot NoMo: rank #6, visibility 36.0, average position 5.0.
  7. Eufy: rank #7, visibility 27.6, average position 5.8.
  8. Xiaomi: rank #8, visibility 25.0, average position 6.0.
  9. Goov RX: rank #9, visibility 16.0, average position 7.0.
  10. Bissell: rank #10, visibility 13.4, average position 7.3.
  11. Dyson: rank #11, visibility 9.0, average position 8.0.
  12. M7000 Pet: 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