Chase Cove is a bay located in Piscataquis County, Maine. It appears on the Seboeis Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 428.28 feet (130.54 m) above sea level. The nearest populated place is Knights Landing, approximately 1.3 miles to the SSW.