Let $A$ be a unital C*-algebra for which the similarity problem can be solved. If $\alpha$ is an action of a discrete amenable group $G$ on $A$, then the similarity problem can be also solved for the C*-crossed product $A\rtimes_\alpha G$. We apply this idea to determine the simultaneous unitarizability for bounded linear operators.