  In the setting of real square matrices, it is known that, if $A$ is a
singular irreducible $M$-matrix, then the only nonnegative vector that belongs
to the range space of $A$ is the zero vector. In this paper, we prove an
analogue of this result for the Lyapunov and the Stein operators.
