The fully prepared pizza can be stored in an airtight container in the refrigerator, but note that the pizza will become softer and the flavor profile may change slightly. If you are making this in advance to serve the next day, store each component of the fruit pizza (crust, frosting, and toppings) separately in airtight containers in the refrigerator.