Data Sources
Vemro combines cached product records, structured product databases, source attribution, and automated analysis of available fields. Missing product data stays unavailable.
Vemro cache
Previously researched products are stored in Vemro's D1 database so repeated searches can load quickly.
Open Food Facts
Structured public food records, barcodes, nutrition facts, product images, and ingredient text when available.
Open Beauty Facts
Structured public beauty and personal-care records, product images, barcodes, and ingredient text when available.
Vemro analysis
Vemro interprets fields that were actually found. It is an analysis layer, not the original source.
Important Limits
Product formulas and nutrition labels can change. Vemro shows sources directly on product pages when they are available, and users should check the physical label before relying on product information.