Marketplace development
Search that finds what buyers mean.
Who this is for
Marketplaces where sellers self-publish inventory and buyer search quality determines whether a listing gets found—miscategorized or duplicate-worded listings are invisible even when they’re exactly what a buyer wants.
What we build
An AI categorization layer that reclassifies listings after the fact, so a product tagged wrong by the seller still surfaces in the right category. Similarity search clusters listings that describe the same thing in different words, so a search for “leather sofa” returns every matching couch, regardless of wording. Sellers register and publish directly, with their inventory reflected in search in real time.
We built nunuza this way, handling registration, categorization, and search for an open marketplace. See nunuza →
What you get
- Search that keeps working even when sellers categorize their own listings inconsistently
- Filtering by category and location without the results getting cluttered by junk matches
- A marketplace that scales with self-service seller onboarding