Industry leaderboard
automotive
The 49 brands AI engines recommend most in automotive, ranked by cross-model visibility — led by Carfax Car Care, Samsara, Tesla. Open, daily-updated data from...
- Brands ranked
- 49
- Category average
- 39.4
- Category leader
- Carfax Car Care
- Updated
- daily
Brands AI recommends here
- Carfax Car Care: rank #1, visibility 100.0, average position 1.0.
- Samsara: rank #2, visibility 100.0, average position 1.0.
- Tesla: rank #3, visibility 100.0, average position 1.0.
- Goodyear: rank #4, visibility 100.0, average position 1.0.
- DeWalt: rank #5, visibility 100.0, average position 1.0.
- MyCarfax: rank #6, visibility 91.3, average position 2.0.
- Geotab: rank #7, visibility 91.3, average position 2.0.
- Nissan Leaf: rank #8, visibility 91.3, average position 2.0.
- Michelin: rank #9, visibility 91.3, average position 2.0.
- ARCTICTERN: rank #10, visibility 91.3, average position 2.0.
- Fuelly: rank #11, visibility 64.0, average position 3.0.
- Fleet Feet: rank #12, visibility 64.0, average position 3.0.
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.