Because of the ingredients in the filling, it's best to store these whoopie pies in the refrigerator. They'll be good for over a week there. You can also freeze them for about 2 months. Just be sure to thaw in the fridge or even on the counter, as whoopie pies are best enjoyed at room temperature.