Heat the panini press while you prepare the paninis.
Take two slices of bread and spread 1 tablespoon of pizza sauce on one side of each slice. Layer with sliced mozzarella cheese and pepperoni slices. Combine the bread slices together.
Brush olive oil on the outside of the bread slices. Place the sandwich inside the press and cook until it is golden brown and the cheese is nice and melted.