Spurlock Creek is a stream located in Floyd County, Virginia. It appears on the Alum Ridge USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,306.37 feet (702.98 m) above sea level. The nearest populated place is Laurel Branch, approximately 1.2 miles to the NE.