The present invention includes a liquid sweetener made from a lactose containing liquid that can be used to coat animal feed to increase palatability. It also includes methods of making the liquid sweetener and making animal feed with increased palatability. The methods include hydrolyzing whey or whey derivatives and adding amino acids to promote a Maillard reaction to synthesize the sweetener.