In the present paper we study closed Lie subgroups $G\subset Iso(\R^n)$ acting by cohomogeneity one on $\R^n$ and prove that when there is no singular orbit, then there is a simply connected, solvable and closed Lie subgroup $F\subset G$ which acts by \co on $\R^n$ and the two actions are orbit equivalent.