I called for pizza delivery one time, and the driver had just quit, so I had to pick it up. I'm car-free, and it was a bit far to walk.
My recumbent has a rear rack and panniers. I put the pizza on top the rack and panniers and strapped it down with a couple of bungie cords. Worked fine.