Yes! I was very surprised that the cream cheese frosting stayed fresh even after being on the watermelon in the fridge overnight. The cut fruit on the top of the pizza got a little shriveled, so if you are concerned about how it looks, you can prep the ingredients and then assemble the pizzas closer to serving time.