Peach Orchard Cove is a valley located in Marion County, Tennessee. It appears on the Monteagle USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 798.46 feet (243.37 m) above sea level. The nearest populated place is Martin Springs, approximately 1.6 miles to the WNW.