Ask HN: Does anyone know sources for UPC information?

I am trying to find a site or service that will let you query UPC codes in the food and beverage space and pull out product info.

Does anyone have any leads or suggestions on how to accomplish that? Most sources I have found only seem to have matches for a handful of codes I tried.

Thanks.