A Cupid Cake is Dairy Queen's heart shaped ice cream cake for two people. The DQ Cupid Cake is made with Dairy Queen Blizzard flavors. DQ varies the flavor of the Cupid each year with recent cupid cake flavors being Red Velvet Cake and Dipped Strawberry with Ghirardelli Chocolate.