it seems to me that it gets mass produced in the vein of mcdonalds or burger king (thinking of big chains like pizza hut) so I voted yes.

Some pizzerias may be more along the lines of Whatta-burger here in Arkansas (not the national chain one!), which serves burgers that are definitely not fast-food.

Fast food to my thinking is food that is prepared as effortlessly and quickly as possible, and as cheaply, to the direct reduction of quality. But that's just me.