Industry leaderboard

refrigerators

The 16 brands AI engines recommend most in refrigerators, ranked by cross-model visibility — led by LG, Whirlpool, Samsung. Open, daily-updated data from...

Brands ranked
16
Category average
25.5
Category leader
LG
Updated
daily

Brands AI recommends here

  1. LG: rank #1, visibility 87.1, average position 2.3.
  2. Whirlpool: rank #2, visibility 60.8, average position 3.2.
  3. Samsung: rank #3, visibility 56.3, average position 3.5.
  4. Maytag: rank #4, visibility 49.0, average position 4.0.
  5. GE: rank #5, visibility 39.1, average position 4.8.
  6. Frigidaire: rank #6, visibility 33.1, average position 5.3.
  7. Bosch: rank #7, visibility 23.0, average position 6.2.
  8. KitchenAid: rank #8, visibility 18.8, average position 6.7.
  9. Miele: rank #9, visibility 12.3, average position 7.5.
  10. Kenmore: rank #10, visibility 9.0, average position 8.0.
  11. Sub-Zero: rank #11, visibility 9.0, average position 8.0.
  12. LG InstaView: 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