Just because a food is labeled fat-free, it may not be a good choice for you. Many fat-free foods contain more sugar or artificial sweeteners, which are even worse, than their full-fat or sugar counterpart. And sugar is only the beginning. Because fat adds taste to a product, fat-free foods often have other chemicals added to them to enhance their taste. Not only are these chemicals harmful, they usually boost the calorie content.