Founded 1902 by W. S. Wilkerson, local landowner, when Rock Island Railroad built west; named for Col. B. B. Groom, 1880s agent of Franklyn Land & Cattle Co. Col. Groom was first to try power farming on Plains. Town is today hub of rich farming and ranching area.