The same thing said in another way: The columns of B are orthogonal, unitary transformation preserves orthogonality, but the columns of A are not orthogonal. Therefore A and B are not unitarily equivalent.
indeed, it all depends on how you define "unitary", by inner product properties, or matrix properties. there is a deep connection between inner products and matrix multiplication.