Industry leaderboard

flashlights

The 16 brands AI engines recommend most in flashlights, ranked by cross-model visibility — led by Duracell, Maglite, DeWalt. Open, daily-updated data from...

Brands ranked
16
Category average
35.3
Category leader
Duracell
Updated
daily

Brands AI recommends here

  1. Duracell: rank #1, visibility 100.0, average position 1.0.
  2. Maglite: rank #2, visibility 85.2, average position 2.3.
  3. DeWalt: rank #3, visibility 64.0, average position 3.0.
  4. Streamlight: rank #4, visibility 53.8, average position 3.7.
  5. Fenix: rank #5, visibility 49.0, average position 4.0.
  6. Makita: rank #6, visibility 49.0, average position 4.0.
  7. Olight: rank #7, visibility 42.3, average position 4.5.
  8. Nebula Tools: rank #8, visibility 36.0, average position 5.0.
  9. Nitecore: rank #9, visibility 25.0, average position 6.0.
  10. SureFire: rank #10, visibility 22.6, average position 6.3.
  11. Anker: rank #11, visibility 12.3, average position 7.5.
  12. Black Label: rank #12, visibility 9.0, average position 8.0.

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