Whitehead Bay is a swamp located in Clinch County, Georgia. It appears on the Thelma USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 183.73 feet (56.00 m) above sea level. The nearest populated place is Fruitland, approximately 2.9 miles to the S.