This invention provides diets useful for promoting fat loss in animals having a total lysine to metabolizable energy ratio of from about 6 to about 10 g/Mcal. This invention also provides compositions for promoting fat loss in animals, methods for preparing the compositions, methods for using the diets and compositions, articles of manufacture comprising the diets and compositions, and means for communicating information or instructions about such diets, compositions, methods, and articles of manufacture.