Rainbow Islands is a island located in Cape May County, New Jersey. It appears on the Ocean City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2.09 feet (0.64 m) above sea level. The nearest populated place is Somers Point, approximately 1.3 miles to the NNW.