Robinson is on Robinson Ridge in the Tennessee Basin Divide between the Cumberland River watershed and the Duck River watershed. It is near the site of the vanished Old Fort Nash established in 1784 by North Carolina to help protect the Cumberland Settlements. There is only a cemetery there now.