Rankin Ridge is a ridge located in Jefferson County, Pennsylvania. It appears on the Cooksburg USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,824.56 feet (556.13 m) above sea level. The nearest populated place is Kahletown, approximately 1.5 miles to the NE.