Olives are used to unlock Pepperoni Peter and Pizza Delivery Quagmire, and can be obtained in the following ways:

- Making Stewie Burn His Tongue

- Making Peter Fold His Slice

- Making Consuela Take Food Home

- Making Pizza Costume Joe Fan Himself

- Making Pizza Delivery Quagmire Make a Delivery

- From Olive Shrine