AI-Powered Fitment Verification
Turn ACES/PIES data into your competitive moat
The Fitment Challenge
Automotive aftermarket is the most complex product-matching challenge in retail. Millions of SKUs mapped to Year/Make/Model/Sub-model/Engine configurations. Parts that appear identical but require specific applications.
Current state: buyers spend hours on forums, and still return 15-20% of parts due to fitment failures.
Example: AI Fitment in Action
User Query:
"I want to upgrade the turbo on my 2005 Dodge Ram 5.9L Cummins. What do I need?"
AI Agent Response:
"Upgrading from the stock Holset HY35W requires coordinated modifications:
- Turbo: TorqueMax Super B Special (compatible with stock exhaust manifold)
- Fuel: 50HP injector set + FASS 150GPH lift pump (required for increased airflow)
- Tuning: Smarty Touch programmer with Cummins tunes
Complete verified kit: $4,847
Business Impact
Higher AOV
Intelligent bundling surfaces complementary parts customers need.
Lower Returns
Fitment verification happens before checkout.
Fitment Tickets
AI handles compatibility questions automatically.
See Fitment Intelligence in Action
We'll demo our platform using your actual catalog data. Bring your toughest fitment edge cases.