Deep Gulch is a valley located in Fremont County, Wyoming. It appears on the Atlantic City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 7,537.38 feet (2,297.39 m) above sea level. The nearest populated place is Atlantic City, approximately 2.7 miles to the NNE.