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Barcode MX Engine

How upc.dev builds a 360° product intelligence profile

What is the MX Engine?

When you look up a barcode on upc.dev, the MX Engine checks dozens of authoritative sources in parallel — regulatory feeds, open-data catalogs, marketplace signals, and first-party product registries — and resolves them into a single canonical record. The result: a complete 360° product intelligence profile built in seconds.

Source Categories

High-level categories; per-source attribution intentionally not published.

Safety & Recall
Government recall feeds, consumer-complaint databases, international safety authorities
Product Data
Open-data product catalogs, regulatory ingredient registries, first-party manufacturer feeds
Trade Intelligence
Tariff codes, customs records, corporate filings, supply-chain databases
Consumer Signals
Community discussions, complaint databases, litigation trackers
Registry Data
GS1 barcode registry, canonical knowledge graphs, media-catalog databases
Price Intelligence
Retail marketplaces (aggregated), pricing-history providers
Risk Score

Every product gets a 0–100 risk score: green (verified/safe), amber (moderate concerns), red (active recalls or safety alerts). The score combines recall history, complaint volume, litigation activity, and regulatory flags.

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