Sensory profile inconsistencies and off-notes in formulations lead to consumer rejection, which is mitigated by engineering specific molecular binding interactions at the receptor site. Precise control over receptor activation thresholds allows for the systematic reduction of bitterness and enhancement of savory profiles.