eCommerce - Automotive Parts & Accessories
Snap, Search & Find the Exact Spare
goal
Challenge Faced
Customers struggle to find the exact part name online (e.g., brake caliper, engine mount). Keyword-based search fails when buyers don’t know technical terms.
solution
Our Solution
We built a visual search system where customers can upload a photo of a spare part, and AI instantly matches it to catalog SKUs.
Tools we used
Approach
Step-by-Step Workflow
Step 1
Customer uploads photo of part.
Step 2
AI analyzes shape, dimensions, and features.
Step 3
Match against parts catalog using vector similarity search.
Step 4
Show purchase-ready matches.
Quantifiable Benefits
Higher accuracy in part discovery
%
Reduction in customer drop-offs
0
%
Faster product selection time
%
Increased impulse purchases of hard-to-search parts
0
%
Who’s Using This
Bosch aftermarket solutions
AutoZone & NAPA apps
Motorcycle spare parts eCommerce platforms
Why It Matters
Visual search removes friction, letting customers find the right part instantly without needing technical knowledge.