Pattonsville is an unincorporated community in Bloomfield Township, Jackson County, Ohio, United States. It is located east of Jackson at the intersection of Pattonsville Road and Goose Run Road, at .
The site was first surveyed by Joseph Hanna in the 1840s. The community was given its name because many "Pattons" lived there.