Dark chocolate with salted caramel. Raspberry and nectarine with vanilla bean. Red velvet with buttercream Welcome to the irresistible world of the whoopie pie. Whoopie pies are two discs of sponge cake sandwiching a thick buttercream filling. Like cupcakes, they come from America, where they were originally baked by the Amish community.