A food store is a store where you buy food
. The primary purpose of your visit is purchasing food, not "grocery" items. A food store often sells "grocery" items, but you don't buy them because they're cheaper at Wal Mart
. Often, people mistakenly refer to the food store as a "grocery store," but never buy any "groceries."