Little Cove is a valley located in Madison County, Alabama. It appears on the Moontown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 590.76 feet (180.06 m) above sea level. The nearest populated place is Cherrytree, approximately 1.2 miles to the ESE.