Potato Valley is a valley located in Union County, Tennessee. It appears on the Graveston USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,112.40 feet (339.06 m) above sea level. The nearest populated place is Luttrell, approximately 2.3 miles to the SE.