Flourtown is a census-designated place (CDP) in Springfield Township, Montgomery County, Pennsylvania, United States, with a ZIP code of 19031. Flourtown is adjacent to the neighborhoods of Erdenheim, Oreland, Whitemarsh, and Chestnut Hill. The population of Flourtown was 4,538 at the 2010 census.