Corn Branch Cove is a valley located in Grundy County, Tennessee. It appears on the Burrow Cove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,245.75 feet (379.70 m) above sea level. The nearest populated place is Sartain Springs, approximately 2.2 miles to the S.