Industry leaderboard

light bulbs

The 29 brands AI engines recommend most in light bulbs, ranked by cross-model visibility — led by Philips, LIFX, Cree. Open, daily-updated data from Trakkr.

Brands ranked
29
Category average
25.5
Category leader
Philips
Updated
daily

Brands AI recommends here

  1. Philips: rank #1, visibility 94.6, average position 1.7.
  2. LIFX: rank #2, visibility 91.3, average position 2.0.
  3. Cree: rank #3, visibility 69.4, average position 2.7.
  4. GE Lighting: rank #4, visibility 64.0, average position 3.0.
  5. TP-Link Deco: rank #5, visibility 56.3, average position 3.5.
  6. Wyze: rank #6, visibility 56.3, average position 3.5.
  7. Sylvania: rank #7, visibility 44.4, average position 4.3.
  8. Sengled: rank #8, visibility 30.3, average position 5.5.
  9. Osram: rank #9, visibility 30.3, average position 5.5.
  10. Innr: rank #10, visibility 25.0, average position 6.0.
  11. Nanoleaf Essentials: rank #11, visibility 25.0, average position 6.0.
  12. Acuity Brands: rank #12, visibility 25.0, average position 6.0.

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