Gooseneck Hollow is a valley located in Walker County, Georgia. It appears on the Cedar Grove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 910.31 feet (277.46 m) above sea level. The nearest populated place is McCutchen (historical), approximately 1.2 miles to the ENE.