Geiger Hollow is a valley located in Cattaraugus County, New York. It appears on the Olean USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,587.93 feet (484.00 m) above sea level. The nearest populated place is Rock City, approximately 1.6 miles to the SE.