It does smell of whey, which is not a pleasant smell. I did use it in Lemonade and it was really great tasting that way. In water, it is okay, but really smells of whey and that's what turns me off. As far as a chalky or gritty taste, I did not find either of these when drinking it.
(indicates that they have not used the product)