Industry leaderboard
car parts
The 21 brands AI engines recommend most in car parts, ranked by cross-model visibility — led by K&N, AutoZone, Advance Auto Parts. Open, daily-updated data...
- Brands ranked
- 21
- Category average
- 36.3
- Category leader
- K&N
- Updated
- daily
Brands AI recommends here
- K&N: rank #1, visibility 100.0, average position 1.0.
- AutoZone: rank #2, visibility 96.5, average position 1.5.
- Advance Auto Parts: rank #3, visibility 91.3, average position 2.0.
- ARP: rank #4, visibility 91.3, average position 2.0.
- Eibach: rank #5, visibility 64.0, average position 3.0.
- O'Reilly Auto Parts: rank #6, visibility 56.3, average position 3.5.
- Holley: rank #7, visibility 49.0, average position 4.0.
- NAPA Legend: rank #8, visibility 36.0, average position 5.0.
- Harbor: rank #9, visibility 36.0, average position 5.0.
- RockAuto: rank #10, visibility 32.1, average position 5.3.
- CarParts.com: rank #11, visibility 28.4, average position 5.7.
- Snap-on: rank #12, visibility 25.0, average position 6.0.
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.