The Platform

The AI discovery layer for physical retail

Intent understanding. A live commerce graph. Verified identity. Channel-agnostic execution. One platform connecting shoppers, brands, and real stores — across every vertical.

The discovery infrastructure behind every UONEX surface.

How UONEX Works

A data layer between shoppers and real stores

Intent in. Inventory out. Execution across any channel.

A shopper's intent enters UONEX, which connects with stores and brands. Inside UONEX: step 1 is the Discovery Engine that understands intent, step 2 matches against live inventory, location and trust signals, and step 3 converts the match into a visit, reservation, or purchase.
User Intent
Natural language
Discovery Layer
UONEX
Stores / Brands
Live inventory
01
Discovery Engine
AI interprets what the shopper actually wants
02
Inventory + Location + Trust
Match against real stock, nearby stores, verified brands
03
Action
Visit · Reserve · Buy — across app, WhatsApp, scanner, or partner API
Every stage runs on live data from store systems. No listings. No scraping. No ads.
Capabilities

What becomes possible because UONEX exists

Not a feature list. Outcomes that were not achievable before a unified discovery layer.

Understand what shoppers want — even when they can't name it

Natural-language intent, not keyword search. The AI layer interprets descriptive, conversational queries and maps them to live products.

Surface real inventory from nearby stores

The live commerce graph — a continuously updated map of store inventory, catalog, and availability — syncs from POS, inventory systems, and e-commerce backends. What shoppers see is what is on the shelf right now.

Convert intent into store visits or purchases

Channel-agnostic handoff: app, WhatsApp, scanner, kiosk, partner API. Every channel reaches the same live graph.

Verify every store, every brand, every product

Identity + authenticity built into the layer, not bolted on. Brands, stores, and products are verified before they surface to shoppers.

Reach shoppers with buying intent — no ads

Intent-based visibility, not paid placement. Your products surface because they match what the shopper actually wants, not because you outbid a rival.

Measure what drives footfall, not just clicks

Post-click outcomes: store visits, reservations, redemptions, conversions. Retail analytics that mean something in a physical world.

Inside the Commerce Graph

What the platform actually knows

Not a concept. A concrete, queryable graph of entities, states, and events — continuously synced from real store systems.

Entities in the graph
Stores
Physical + verified
Brands
Authorised tier
SKUs
Variant-level
Availability
Live stock state
Location
Store + shopper
Intents
Resolved + logged
Malls
Property graph
Hours
Live + seasonal
Reservations
Hold + convert
Verifications
Brand + store
Channels
App · WA · Kiosk
Events
Sync + execute
How ranking is decided

Four ordered signals — nothing else

UONEX ranking is deterministic and auditable. Ranking is never for sale. There is no bid auction, no sponsored tier, no hidden weighting.

1
Intent match quality
How well the shopper's described intent resolves against the product, SKU, and category graph.
2
Live availability
In-stock, in-size, in-variant signals from the live commerce graph — sold units drop out within minutes.
3
Location proximity
Physical distance between shopper and store, weighted by channel (app vs kiosk vs scanner adjust the radius).
4
Trust tier
Verified brand + authorised retailer preferred; authenticated-resale clearly labelled; unverified never shown.

No fifth lever. No paid boost. No seller-tier exceptions. If it didn't match intent, in-stock, nearby, and trusted, it didn't rank.

Why this matters

Today vs. with UONEX

The discovery gap between what shoppers want and what the web currently shows them.

Today

Search returns links

With UONEX

Search returns actual availability

Today

Listings may be outdated

With UONEX

Live store data, continuously synced

Today

No local inventory visibility

With UONEX

Real stock at stores near you

Today

Discovery is passive — ads and SEO

With UONEX

Discovery is intent-driven — no ad spend

Platform FAQ

How the platform actually works

Straight answers on what UONEX is, what it powers, and how it ranks.

Happy shopper
Start Your Journey

Ready to discover?

Download UONEX and experience shopping discovery the way it should be.

For Shoppers

Find what you need, nearby.

Install the UONEX app on iOS or Android.

For Retailers & Brands

Reach shoppers with buying intent.

Connect your inventory. No replatforming. No ad auction.