But milk is not a natural part of an adult cat's diet, and in some cases it's not good for them. Cats Are Usually Lactose Intolerant Cats may like milk, but milk doesn't always like them. This is because, like some people, most cats . Can My Cat Drink Milk? - Pet Health Network.