Fat taste receptors and methods for using the receptors to screen compounds that mimic fat taste are disclosed. The receptors can include G-protein coupled receptor proteins, such as GPR40 or GPR120. New methods for preparing foods are also disclosed that involve testing compounds in the assay system and then incorporating into foods the identified nonfat compounds that have the taste of fat.