Show that if A is nilpotent, then the only eigenvalue of A is 0.

Here's my work $\displaystyle A^k \vec x = A^{k-1}(A \vec x)=A^{k-1}(A \lambda)=\vec 0$

I thought about trying to find the characteristic polynomial but I've got too little information to get far...