Brandon is a city in Minnehaha County, South Dakota, United States and is the largest suburb of Sioux Falls. The population was 5,693 at the 2000 census. However, the 2008 Census Bureau population estimate showed the population at 8,757. The population of the Brandon zip code has grown from 7,058 in 2000 to 8,855 in 2007.