Usually to transport stuff, you'd use:
A rear rack ... but vast majority don't have wide surface area for a pizza box to be stable on
Panniers on the rack ... great for groceries or loose items, but a pizza won't fit
Backpack ... same as panniers, unless you use a big food delivery backpack