Universal Product Intelligence

The Data Layer for AI-Powered Commerce

We crowdsource and enrich real-world retail product data — so AI agents, brands, and retailers can act with precision.

AI can't shop without structured retail data.

Today’s AI models hallucinate, miscategorize, and fail on real-world products — because the data they rely on is outdated, scraped, or incomplete. Brand claims, pack sizes, pricing, and variant detail are missing or wrong. Retailers can’t trust it. Agents can’t reason with it.

UPI crowdsources real shelf photos and verifies them with AI agents.

We turn messy product images into clean, structured metadata that powers retail intelligence and autonomous commerce.We extract:

Brand, Product Name, Pack Size
Claims & Certifications (e.g., Gluten-Free, Organic, BPA-Free)
Packaging Type & Material
Visual Features (Color, Layout, Variant)
Category + Subcategory
Front-facing pack image

How it works

🛍️ Contributors take shelf photos at real stores.
🧠 AI Agents extract and verify key attributes.
🧾 Brands & Retailers receive enriched data for every SKU.Raw → Enhanced → Verified
Submit photos → Metadata tagged → Human-AI QA layer

Use Cases

💡 AI Agents & Shopping Assistants

Feed real-world product data to agents that can recommend, restock, or shop smarter.

📊 Competitive Intelligence

Track on-shelf claims, packaging changes, and pricing moves across retailers.

🛒 Planogram Audits & Shelf Compliance

Detect assortment and price gaps, product mixes, or misplaced items in real time.

Example

AI Shopping Training Data

Consumer-facing Solutions

Semantic filtering across claims, nutrients, and ingredients. Grounded answers sourced from real packaging—not hallucinated. Personalization potential based on diet, health, or taste preferences

Vast Amount of Training Data

Utilize UPI Training Data to serve consumers searching for quick and easy ways to shop via AI Shopping Assistants. Leverage market insights such as product category, sub-category, claims, marketing highlights.

Traction

AI is transforming commerce — but it’s blind without verified product data.
As retail agents go mainstream (ChatGPT plugins, Amazon assistants, etc.), they’ll need a product data layer as reliable as GPS is to maps. UPI is that layer.

50+ products collected
1+ contributors
1 pilot testing UPI metadata for marketplace SEO & claim validation

Join the Movement

🧠 Brands & Retailers: Get structured product data that actually reflects what’s on shelf.👥 Contributors: Take photos while you shop. Get rewarded. Help train AI.