 Up to U.S. Kids presents, What to Expect When You're Expecting a Teenager Learning the Lingo. GOAT, G-O-A-T, acronym, stands for Greatest of All Time. As in, spaghetti sandwiches for dinner? They're my fave. Dad, you're the GOAT.