No, most store-bought pepperonis are not Whole30 compliant. They often contain non-compliant ingredients such as sugar, dextrose, and in some cases harmful nitrates. However, it's possible to find or make a Whole30 compliant version of pepperoni that doesn't include these non-compliant ingredients.