A method for providing nutrition for an animal by identifying a genome-based breed cluster to which the animal belongs and selecting a food for the animal having a nutritional formula matched at least in part to the nutritional needs of animals in the breed cluster. Optionally, the method further comprises preparing a food by compounding ingredients providing bioactive dietary components in amounts and ratios consistent with the nutritional formula.