Low Fat Creamy Chocolate Caramel Turtle Pie. With fewer calories and less fat, this turtle won’t take a bite out of your diet! A turtle pie is a crust made of crushed chocolate cookies. ... It was named after the speciality pie at a Steak place called The Velvet Turtle. Turtle pie is named after