Improper storage can lead to sticky whoopie pies. If the whoopie pies are stored in a sealed container or wrapped tightly while still warm, condensation can occur, resulting in a sticky surface. It's best to allow the whoopie pies to cool completely before storing them in a container with a loose-fitting lid or covering them with a breathable wrap.