Cherry Hollow is a valley located in Juniata County, Pennsylvania. It appears on the Blairs Mills USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 885.20 feet (269.81 m) above sea level. The nearest populated place is Cross Keys, approximately 2.5 miles to the NNE.