New & Improved Peanut Butter Cake. We have taken it to another level of deliciousness! A peanut butter lovers dream! Velvety, smooth & moist peanut butter cake layered in between a rich and divine peanut butter icing and Nutter Butter Cookies. Again, a peanut butter lovers' dream; so Divine!