Halloween cupcake is a baked American snack. The special occasion Halloween cupcakes are commonly made to resemble goblins, ghosts and other Halloween characters. The cake is small and is designed to serve only one person and not a crowd. Frosting and sprinkles, are common on Halloween cupcake. Generally these cupcakes are decorated with Halloween candies.