 Pettit Creek flows to the east of Atco, while Nancy Creek is located on the west side of the community.In 1903, Edward McClain of the American Textile Company bought 600 acres of land north of Cartersville to construct a textile plant to manufacture horse collars.The plant was completed in 1904.