Goose Neck is a cape located in Suffolk County, New York. It appears on the Southold USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 12.66 feet (3.86 m) above sea level. The nearest populated place is Bay View, approximately 0.5 miles to the ESE.