Pattonsville is an unincorporated community in Milton Township, Jackson County, Ohio, United States. It is located east of Jackson at the intersection of Pattonsville Road and Goose Run Road, at 39°01′54″N 82°29′51″W / 39.03167°N 82.49750°W / 39.03167; -82.49750.