Yes, due to the cream cheese in the frosting and the fresh fruit, fruit pizza should be refrigerated. It can be stored, tightly covered, in the refrigerator for up to 3 days, but it best within the first 12 hours. Afterwards, the crust will start to soften and the fruit will either dry out or become soft/mushy.