Franklin Branch is a stream located in Caldwell County, North Carolina. It appears on the Collettsville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,115.49 feet (340.00 m) above sea level. The nearest populated place is Collettsville, approximately 0.6 miles to the ESE.