Actually, if you go into a gun store and ask for bullets, you will get a box of bullets. Many shooters reload their own ammunition, and components for the activity are widely available.

It's analogous to getting a flat tire and then going into a bicycle store and asking for a new wheel. You know what you meant, but nobody else will - and you'll end up getting the wrong thing.