Gooey Butter Cake Posted on September 1, 2015 by Lynn Yep, it is a St. Louis signature food. At least according to some folks, so we had to give it a try. A version made by Ann and Allen of St. Louis fame made the perfect anniversary cake. Rich and sweet just as one might guess, delicious.