Madison County surpassed Mobile County in 2023 to become the second-most populated county in Alabama. It is also the third-fastest growing county, adding roughly 9,400 residents in 2024. Huntsville, the county seat, is the largest city in Alabama. Business Alabama recently published this spotlight.