Potato Branch Hollow is a valley located in Anderson County, Tennessee. It appears on the Windrock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 855.79 feet (260.84 m) above sea level. The nearest populated place is Frost Bottom, approximately 0.7 miles to the SW.