Industry leaderboard

light bulbs

The 19 brands AI engines recommend most in light bulbs, ranked by cross-model visibility — led by Cree, Philips, GE Lighting. Open, daily-updated data from...

Brands ranked
19
Category average
34.0
Category leader
Cree
Updated
daily

Brands AI recommends here

  1. Cree: rank #1, visibility 85.2, average position 2.3.
  2. Philips: rank #2, visibility 79.6, average position 2.5.
  3. GE Lighting: rank #3, visibility 79.6, average position 2.5.
  4. Wyze: rank #4, visibility 64.0, average position 3.0.
  5. Sylvania: rank #5, visibility 53.8, average position 3.7.
  6. GE Lighting LED: rank #6, visibility 49.0, average position 4.0.
  7. Nanoleaf: rank #7, visibility 49.0, average position 4.0.
  8. LIFX: rank #8, visibility 36.0, average position 5.0.
  9. Sengled: rank #9, visibility 36.0, average position 5.0.
  10. TP-Link: rank #10, visibility 25.0, average position 6.0.
  11. Feit Electric: rank #11, visibility 18.8, average position 6.7.
  12. Osram: rank #12, visibility 18.8, average position 6.7.

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