Pumpkin pie should be stored in the refrigerator. Cover it tightly with plastic wrap and refrigerate for up to 4 days. You can also freeze pumpkin pie. Cool the pie completely and then wrap it in several layers of plastic wrap. Store it in the freezer for up to one month. To thaw, place n the refrigerator overnight.