And even better, the pizza joint can update the conversation with status updates, special deals if you so desire, and you automatically have a history of previous orders that you could simply repeat at a later time.
A chat bot strikes me as the perfect UI for these types of things, and at this point, with Messenger, Messages, and Telegram supporting all this, a large number of your users already have 'your' app installed!