Horseshoe Branch is a stream located in Pike County, Kentucky. It appears on the Pikeville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 741.23 feet (225.93 m) above sea level. The nearest populated place is Keel Addition (historical), approximately 1.2 miles to the W.