We checked how completely our September 2026 data captures 225 major brands from 17 manufacturers, against an independent AI reader and against people reading menus by hand.
By manufacturer click a row to see its brands
Manufacturer
Brands captured
Human check
Listings confirmed
How to read it
Brands captured: an independent AI reader read about 6,300 live menus. Of the brands it found, the share our data also lists. This is the main measure.
Human check: the same question, answered by people reading 514 menus by hand. Smaller sample, most trustworthy.
Listings confirmed: of the brands we list at those outlets, the share the AI reader also found. The reader misses things too, so this is a minimum: a low number means "check it", not "wrong".