Motivated by the contributions [Sci. Rep. 6, 39063 (2016)] and [Phys. Rev. A 98, 052114 (2018)], we aim to establish a new method for theoretically checking Bell nonlocality of a bipartite state of systems A ⊗ B for any finite dimensional Hilbert spaces A and B , provided that the operator space B( B ) has an orthonormal basis consisting of the identity operator and Hermitian unitary operators. Our main result induces a quantum channel Φ T, transforming a Bell local state AB as an unsteerable state Φ T, ( AB ) from A to B whenever the parameters T and satisfy the condition Θ(T, ) ≤ 1. Thus, when Θ(T, ) ≤ 1 and the image Φ T, ( AB ) is steerable from Ato B, the original state AB must be Bell nonlocal. Our result not only reveals a deep connection between EPR steerability and Bell nonlocality but also provides a feasible approach to theoretically prove difficultly verified Bell nonlocality by translating it into easily verified steerability.