How to Keep Cakes Fresh and Flavorful Store when completely cooled. Cakes with frostings or fillings containing dairy products should be refrigerated. Store under cake cover or large bowl. ... Freeze unfrosted cakes. ... Freeze cakes with frosting. ... Thaw cakes at room temperature. 28 Jun 2017