Industry leaderboard

flashlights

The 21 brands AI engines recommend most in flashlights, ranked by cross-model visibility — led by SureFire, Maglite, Streamlight. Open, daily-updated data from...

Brands ranked
21
Category average
24.4
Category leader
SureFire
Updated
daily

Brands AI recommends here

  1. SureFire: rank #1, visibility 87.1, average position 2.3.
  2. Maglite: rank #2, visibility 68.1, average position 2.8.
  3. Streamlight: rank #3, visibility 67.2, average position 2.8.
  4. Olight: rank #4, visibility 52.6, average position 3.8.
  5. Fenix: rank #5, visibility 51.8, average position 3.8.
  6. Nitecore: rank #6, visibility 30.3, average position 5.5.
  7. Klarus: rank #7, visibility 25.0, average position 6.0.
  8. Makita: rank #8, visibility 25.0, average position 6.0.
  9. Anker: rank #9, visibility 20.3, average position 6.5.
  10. Dorcy LED Flashlight: rank #10, visibility 16.0, average position 7.0.
  11. DeWalt: rank #11, visibility 16.0, average position 7.0.
  12. Coast HP1: rank #12, visibility 12.3, average position 7.5.

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