Little Smith Branch is a stream located in Knott County, Kentucky. It appears on the Blackey USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,016.46 feet (309.82 m) above sea level. The nearest populated place is Smithsboro (historical), approximately 0.3 miles to the NE.