If you’ve ever built or maintained a parts catalog — brake pads, spark plugs, filters, wiper blades, anything model-specific — you already know the hardest part isn’t storing the data. It’s matching a customer’s vehicle to the right SKU.
This is the fitment problem, and it’s harder than it looks.
Why fitment matching is deceptively hard