Preheat oven to 400 degrees.
Spread pizza sauce on crust. Sprinkle with mozzarella cheese.
Mix onion, bell pepper, olives, and mushrooms together in a large bowl. Place vegetables on top of mozzarella cheese on pizza. Sprinkle feta cheese on top of vegetables.
Bake for 20 to 25 minutes.