Deep Cove is a bay located in Hancock County, Maine. It appears on the Winter Harbor USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately -6.56 feet (-2.00 m) above sea level. The nearest populated place is Gerrishville, approximately 0.6 miles to the N.