Horse Branch is an unincorporated community in Ohio County, Kentucky, United States. The community is located on U.S. Route 62 11.5 miles east-northeast of Beaver Dam. Horse Branch had a post office from March 8, 1871, until January 7, 2012; it still has its own ZIP code, 42349.