Cranmore Cove is a valley located in Rhea County, Tennessee. It appears on the Graysville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 757.11 feet (230.77 m) above sea level. The nearest populated place is Graysville, approximately 0.5 miles to the SSW.