Industry leaderboard

automotive

The 32 brands AI engines recommend most in automotive, ranked by cross-model visibility — led by Samsara, Tesla, Drivvo. Open, daily-updated data from Trakkr.

Brands ranked
32
Category average
39.8
Category leader
Samsara
Updated
daily

Brands AI recommends here

  1. Samsara: rank #1, visibility 100.0, average position 1.0.
  2. Tesla: rank #2, visibility 100.0, average position 1.0.
  3. Drivvo: rank #3, visibility 91.3, average position 2.0.
  4. Verizon: rank #4, visibility 91.3, average position 2.0.
  5. Chevrolet Bolt: rank #5, visibility 91.3, average position 2.0.
  6. Makita: rank #6, visibility 91.3, average position 2.0.
  7. Fleet Feet: rank #7, visibility 64.0, average position 3.0.
  8. Nissan Leaf: rank #8, visibility 64.0, average position 3.0.
  9. America's Tire: rank #9, visibility 64.0, average position 3.0.
  10. Stanley: rank #10, visibility 64.0, average position 3.0.
  11. Geotab: rank #11, visibility 49.0, average position 4.0.
  12. Discount Tire: rank #12, visibility 49.0, average position 4.0.

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