Industry leaderboard

robot vacuums

The 14 brands AI engines recommend most in robot vacuums, ranked by cross-model visibility — led by iRobot, Neabot, Shark. Open, daily-updated data from Trakkr.

Brands ranked
14
Category average
30.3
Category leader
iRobot
Updated
daily

Brands AI recommends here

  1. iRobot: rank #1, visibility 100.0, average position 1.0.
  2. Neabot: rank #2, visibility 64.0, average position 3.0.
  3. Shark: rank #3, visibility 49.0, average position 4.0.
  4. Roborock: rank #4, visibility 39.5, average position 4.7.
  5. Neato: rank #5, visibility 36.0, average position 5.0.
  6. Ecovacs: rank #6, visibility 26.7, average position 5.8.
  7. Samsung: rank #7, visibility 25.0, average position 6.0.
  8. Eufy: rank #8, visibility 22.6, average position 6.3.
  9. Dyson: rank #9, visibility 22.6, average position 6.3.
  10. Bissell: rank #10, visibility 13.4, average position 7.3.
  11. Miele: rank #11, visibility 9.0, average position 8.0.
  12. Wyze: 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