Buttermilk Branch is a stream located in Fleming County, Kentucky. It appears on the Hillsboro USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 675.18 feet (205.79 m) above sea level. The nearest populated place is Locust, approximately 0.3 miles to the SW.