Rabbit Brush Spring is a spring located in Wayne County, Utah. It appears on the Robbers Roost Flats USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,519.07 feet (1,682.21 m) above sea level. The nearest populated place is Hanksville, approximately 19.0 miles to the W.