Skip to content
Retail

Shopper Recommendations

Session-aware product recommendations for a fashion marketplace with a fast-changing catalogue.

Average order value
+18%
Conversion
+9%
Stack
PyTorchVespaNext.js
The challenge

Static 'related items' carousels ignored what shoppers were actually browsing.

Our approach
  1. 01Built embedding-based retrieval over product imagery and text
  2. 02Re-ranked in real time using session signals
  3. 03A/B tested across three markets
Start here

Tell us what you want to change.

Bring the problem, the number it should move and your deadline. We will come back with a plan within a week.