Comment by sl956

No need to scrape Open Food Facts, they kindly offer a download of the whole database as csv, rdf or mongodb dump: https://world.openfoodfacts.org/data

It is 100% crowd sourced open data under the ODbL licence (same as OpenStreetMap).