Deep Hollow is a valley located in Madison County, Virginia. It appears on the Madison USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 607.14 feet (185.06 m) above sea level. The nearest populated place is Aylor, approximately 1.2 miles to the N.