The mark-up on pizza vs. the cost breakdown of ingredients was pretty amazing, at least from what a pizza joint owner once told me.
Freegards
You're correct though that the ingredients are (likely) the cheapest components of making the pizza.
It's like going to an italian restaurant: never order the Pasta special. That's their highest markup item. Noodles (in any form) are incredibly cheap. Talk about markup!