I don't understand how self-driving cars for pizza delivery would make economic sense for the business owners. They would have to take on the financial burden of purchasing the vehicle.
As it is, they hire drivers for minimum wage who are supplemented by tips and who provide their own vehicle, and thus wear and tear, fuel and insurance.
Unless the business model is different elsewhere.