Goose Rock is a island located in Hancock County, Maine. It appears on the Newbury Neck USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 13.71 feet (4.18 m) above sea level. The nearest populated place is South Surry, approximately 2.3 miles to the N.