nunuza
Smart marketplace search.
The problem
Searching for products returns duplicates, miscategorized items, wrong locations. You spend 30 minutes clicking through before you find anything useful.
What nunuza does
An e-commerce search engine where sellers register and publish their products. The system auto-organizes everything with AI so buyers find what they want. Search for “leather sofa” and see every matching couch, however it was listed. Similar items cluster automatically. The marketplace learns and improves.
What you get
Smart categorization. AI learns what belongs where. Miscategorized products get found. A sofa tagged wrong now shows up in home goods.
Similarity search. Search for “leather sofa” and see every matching couch, however it was listed.
Organized browsing. Filter by category and location. No scrolling through junk to find what you want.
Sellers can post directly. Interested sellers register and publish their inventory. Real-time, owned by them.
Engineering challenge
Search has to work even when sellers miscategorize their own listings—an AI categorization layer reclassifies products after the fact, and similarity search clusters near-duplicate listings (different words, same product) so buyers see the full set of matches.
What this proves
Building a marketplace? nunuza is our proof: seller onboarding, search, and categorization that holds up as inventory grows.
Browse and publish: nunuza.shop