Welch Hollow is a valley located in Putnam County, Tennessee. It appears on the Cookeville East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 997.89 feet (304.16 m) above sea level. The nearest populated place is Rocky Point, approximately 1.5 miles to the SSE.