The challenge
A multi-vendor marketplace ranked by recency. Popular queries returned dead listings, and support spent mornings explaining “why is this first?”
What we shipped
We introduced hybrid search with business rules for stock, rating, and fulfillment SLA, plus a merchant quality score. Merchandisers got a console to pin and explain results.