Preheat oven to 425 degrees. Brush bottom and sides of two 13-by-9-inch metal baking pans with oil. On a lightly floured work surface, stretch each ball of dough into a 10-by-14-inch oval (if dough isn't holding its shape, let rest a few minutes).
Transfer each oval to a prepared pan, pressing to fit into corners, and one inch up sides to form a rim. Dividing evenly, spread sauce over each oval of dough.
Using 3 cups of cheese per pizza, spread three layers each of cheese and topping, ending with topping (layering with cheese helps to hold each pizza together). Season with salt and pepper. (If making ahead, cover and refrigerate, up to 1 day.)
Bake pizzas side by side until cheese and crusts are golden brown, 30 to 40 minutes, rotating once (if refrigerated, add 10 minutes). Let rest in pans 10 minutes. To serve, use two wide spatulas to transfer pizzas to cutting boards.
For the best pizzas, use metal pans (disposable ones are fine).