Industry leaderboard

refrigerators

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

Brands ranked
16
Category average
28.2
Category leader
LG
Updated
daily

Brands AI recommends here

  1. LG: rank #1, visibility 91.3, average position 2.0.
  2. Samsung: rank #2, visibility 66.7, average position 2.8.
  3. Whirlpool: rank #3, visibility 64.0, average position 3.0.
  4. GE: rank #4, visibility 57.8, average position 3.4.
  5. Frigidaire: rank #5, visibility 30.3, average position 5.5.
  6. Bosch: rank #6, visibility 27.0, average position 5.8.
  7. Miele: rank #7, visibility 25.0, average position 6.0.
  8. Amazon: rank #8, visibility 25.0, average position 6.0.
  9. Google: rank #9, visibility 16.0, average position 7.0.
  10. Maytag: rank #10, visibility 16.0, average position 7.0.
  11. KitchenAid: rank #11, visibility 11.1, average position 7.7.
  12. Apple: 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