Bridgeport is a city in Jackson County, Alabama, United States. At the time of 2010 census the population was 2,418, down from 2,728 in 2000. Bridgeport is included in the Chattanooga-Cleveland-Dalton, TN-GA-AL Combined Statistical Area.