Explore details about location Rocky Branch Road. Rocky Branch Road is a location situated within the Grainger County alongside other areas such as Owl Hollow Road, Clemons Lane, Blaine. Additionally, some smaller parts of Rocky Branch Road include specific areas like Greenlee Road, Roberts Road, Gilmore Drive adding to the diversity of its landscape.