Some cats don't have issues with dairy products even though they can't consume milk. Some cats can eat butter, cheese, ice cream, and yogurt. It is possible because the products contain different amounts of lactose. Dairy products are often diluted with water. Cultured dairy products like chess and yogurt already have a portion of the lactose digested by microorganisms.