Industry leaderboard

flashlights

The 24 brands AI engines recommend most in flashlights, ranked by cross-model visibility — led by Anker, Duracell, EverReady Emergency Light. Open,...

Brands ranked
24
Category average
34.7
Category leader
Anker
Updated
daily

Brands AI recommends here

  1. Anker: rank #1, visibility 100.0, average position 1.0.
  2. Duracell: rank #2, visibility 100.0, average position 1.0.
  3. EverReady Emergency Light: rank #3, visibility 91.3, average position 2.0.
  4. Fenix: rank #4, visibility 79.6, average position 2.5.
  5. Streamlight: rank #5, visibility 60.8, average position 3.2.
  6. SureFire: rank #6, visibility 60.1, average position 3.3.
  7. Maglite: rank #7, visibility 49.0, average position 4.0.
  8. Olight: rank #8, visibility 41.0, average position 4.6.
  9. Klarus: rank #9, visibility 36.0, average position 5.0.
  10. Sunlight Dish Soap: rank #10, visibility 36.0, average position 5.0.
  11. Black Lapel: rank #11, visibility 36.0, average position 5.0.
  12. Goal: 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