Considering the fallowing square matrix: A, B and P, (det P $ \neq0$), and the given expression:
$P^{-1}AP = B$
If $v$ is an eigenvector associated with eigenvalue $\lambda$ from B, which is eigenvector $w$ from A corresponds to the same eigenvector?
Since $v$ is an eigenvector associated with eigenvalue $\lambda$ for matrix $B$,
$$ P^{-1}APv = Bv = \lambda v$$
Then multiply by $P$ on the left.
$$ A(Pv) = \lambda (Pv)$$.
So, $Pv$ is an eigenvector associated with eigenvalue $\lambda$ for matrix $A$