Bailey Branch is a stream located in Barry County, Missouri. It appears on the Shell Knob USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,040.03 feet (317.00 m) above sea level. The nearest populated place is Cato, approximately 1.7 miles to the SSW.