If $A$ and $B$ are similar, can the same be said of $A^t$ and $B^t$?
$A$ similar to $B$ $\iff \exists P$ such that $A = PBP^{-1}$
Apply the transpose on both sides
$A^t = (PBP^{-1})^t = (P^{-1})^tB^tP^t = (P^t)^{-1}B^tP^t$
Can I conclude that they are similar?
A different and more high-brow approach: Every matrix is similar to its transpose. Hence $A^t$ is similar to $A$ is similar to $B$ is similar to $B^t$. By transitivity of similarity, the claim follows.