Juniper Bay is a swamp located in Marlboro County, South Carolina. It appears on the Clio USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 177.87 feet (54.21 m) above sea level. The nearest populated place is Clio, approximately 1.2 miles to the NW.