Dog Ice Cream is specifically made for dogs, so it's not for cats to consume. Since dog ice cream doesn't have anything toxic for cats, your pet should be alright. ... Thus, your pet may suffer from an upset stomach or diarrhea after eating. If your pet eats a lot of it, diarrhea can grow worse.