Groundhog Ridge is a ridge located in Cherokee County, North Carolina. It appears on the Unaka USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,732.94 feet (833.00 m) above sea level. The nearest populated place is Unaka, approximately 3.0 miles to the SSE.