Grand Bay is a swamp located in Lowndes County, Georgia. It appears on the Bemiss USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 186.43 feet (56.82 m) above sea level. The nearest populated place is Seaford (historical), approximately 3.4 miles to the WNW.