You can store the cooked pizza roll-ups in the refrigerator for 3-4 days. Make sure you are keeping them in dry and air-tight containers. They will retain the flavor in this way. Then you can reheat them by putting them directly into the air fryer. Use the cooking spray and cook for 3-4 minutes only for reheating.