Richland Mountain is a ridge located in Rutherford County, North Carolina. It appears on the Benn Knob USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,372.05 feet (723.00 m) above sea level. The nearest populated place is Golden (historical), approximately 4.8 miles to the WSW.