Priceville is the third largest municipality in Morgan County, Alabama, United States and is included in the Decatur Metropolitan Area, as well as the Huntsville-Decatur Combined Statistical Area. The 2020 census counted a population of 3,513, up from 2,658 in 2010. Priceville was incorporated in 1975.