eCommerce - Automotive Parts & Accessories
AI That Ensures the Right Part Every Time
goal
Challenge Faced
Customers often buy the wrong spare part due to unclear compatibility (model year, variant, trim differences). Returns are costly and damage trust.
solution
Our Solution
We created an AI-driven fitment engine that verifies compatibility in real-time by mapping the customer’s vehicle details (VIN, model, year) against spare part specifications.
Tools we used
Approach
Step-by-Step Workflow
Step 1
Customer enters VIN or selects car/bike model.
Step 2
AI cross-checks part database for fitment accuracy.
Step 3
Show only compatible products with confidence score.
Step 4
Update fitment profile for repeat purchases.
Quantifiable Benefits
Reduction in wrong-part returns
%
Increase in purchase confidence
0
%
Faster buying decisions
%
Lower customer support load for fitment queries
0
%
Who’s Using This
CarParts.com, AutoZone
Hero MotoCorp spare part stores
D2C automotive aftermarket brands
Why It Matters
AI fitment checks reduce returns, save costs, and build customer trust ensuring the right part reaches the right vehicle every time.