Madison is a city located in Morgan County, Georgia. Madison has a 2026 population of 5,131. It is also the county seat of Morgan County. Madison is currently growing at a rate of 3.14% annually and its population has increased by 15.33% since the most recent census, which recorded a population of 4,449 in 2020.