Gleason is a town in Weakley County, Tennessee, United States. The population was 1,445 at the 2010 census. The city holds an annual Tater Town Parade and festival in the fall. Gleason is the hometown of Gordon Stoker, first tenor of the famous backup group The Jordanaires.