Madison is a city located in Madison County, Florida. Madison has a 2026 population of 2,994. It is also the county seat of Madison County. Madison is currently declining at a rate of -0.13% annually but its population has increased by 2.82% since the most recent census, which recorded a population of 2,912 in 2020.