Provided is an ice cream or ice cream-like product, to which a good body flavor and a smooth texture have been imparted, and a method for producing the same. In a process of producing an ice cream or ice cream-like product, a step, wherein a protein deamidating enzyme is added to a milk material or a liquid ice cream mix for treating the same to thereby deamidate milk proteins in the milk material, is employed.