As the media pay increased attention to the abuses occurring at large-scale animal farming operations, consumers are seeking alternatives. Labels such as “Cage Free,” “Free Range,” “Humanely Certified,” and “Grass Fed” suggest that those willing to pay a higher price can enjoy eggs, dairy, and meat from small-scale “humane” farms that treat animals with compassion and respect. But is the public being misled?