Underdog BBQ is a restaurant in Erie, Pennsylvania that was founded by Glenn Stearns, an American businessman and the star of the Discovery Channel show Undercover Billionaire. Its menu features a variety of dishes, including tacos and burgers, as well as a wide selection of local beer.