Industry leaderboard

light bulbs

The 20 brands AI engines recommend most in light bulbs, ranked by cross-model visibility — led by Philips, Cree, Wyze. Open, daily-updated data from Trakkr.

Brands ranked
20
Category average
32.7
Category leader
Philips
Updated
daily

Brands AI recommends here

  1. Philips: rank #1, visibility 98.7, average position 1.2.
  2. Cree: rank #2, visibility 95.0, average position 1.7.
  3. Wyze: rank #3, visibility 64.0, average position 3.0.
  4. GE Lighting: rank #4, visibility 58.8, average position 3.3.
  5. Sylvania: rank #5, visibility 49.0, average position 4.0.
  6. LEDVANCE: rank #6, visibility 49.0, average position 4.0.
  7. Nanoleaf: rank #7, visibility 42.3, average position 4.5.
  8. LIFX: rank #8, visibility 36.0, average position 5.0.
  9. Sengled: rank #9, visibility 36.0, average position 5.0.
  10. Feit Electric: rank #10, visibility 32.1, average position 5.3.
  11. TP-Link Deco: rank #11, visibility 30.3, average position 5.5.
  12. Yeelight: rank #12, visibility 16.0, average position 7.0.

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