To keep your air fryer blueberry muffins fresh, store them in an airtight container at room temperature for up to two days. If you want to extend their shelf life, you can refrigerate them for up to a week. For longer storage, freeze the muffins individually, then transfer them to a freezer-safe bag. To enjoy, simply thaw and reheat as needed.