Like any baked goods, pumpkin whoopie pies don't last forever. If you keep them in an airtight container, they should be good for about 2-3 days at room temperature. If you want them to last longer, you can pop them in the fridge for up to a week or freeze them for a couple of months. Just make sure to wrap them well to keep their taste and texture top-notch.