Industry leaderboard

flashlights

The 15 brands AI engines recommend most in flashlights, ranked by cross-model visibility — led by Fenix, SureFire, Streamlight. Open, daily-updated data from...

Brands ranked
15
Category average
30.5
Category leader
Fenix
Updated
daily

Brands AI recommends here

  1. Fenix: rank #1, visibility 87.1, average position 2.3.
  2. SureFire: rank #2, visibility 60.8, average position 3.2.
  3. Streamlight: rank #3, visibility 51.8, average position 3.8.
  4. Maglite: rank #4, visibility 49.0, average position 4.0.
  5. Nitecore: rank #5, visibility 40.1, average position 4.7.
  6. Olight: rank #6, visibility 39.1, average position 4.8.
  7. Anker: rank #7, visibility 30.3, average position 5.5.
  8. Black Diamond: rank #8, visibility 30.3, average position 5.5.
  9. DeWalt: rank #9, visibility 25.0, average position 6.0.
  10. Coast: rank #10, visibility 18.8, average position 6.7.
  11. Lumintop: rank #11, visibility 16.0, average position 7.0.
  12. Nebula: rank #12, visibility 4.0, average position 9.0.

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