In this talk, we establish a new unitary equivalence theorem for Cowen-Douglas operators via the Chern connection. We further propose a novel similarity criterion for commuting tuples in the Cowen-Douglas class, leading to a geometric similarity invariant that offers a partial answer to an open question of R.G. Douglas regarding quasi-free Hilbert modules. We also investigate some weakly homogeneous tuples.