Axion dark matter differentiates the phase velocities of the circular-polarized photons. In this Letter, a scheme to measure the phase difference by using a linear optical cavity is proposed. If the scheme is applied to the Fabry-P'erot arm of Advanced LIGO-like (Cosmic-Explorer-like) gravitational wave detector, the potential sensitivity to the axion-photon coupling constant, , reaches $g_{\gamma} \simeq 8\times10^{-13}^{-1}, (4 \times 10^{-14}^{-1})m \simeq 3\times 10^{-13}2\times10^{-15}$ eV) and remains at around this sensitivity for 3 orders of magnitude in mass. Furthermore, its sensitivity has a sharp peak reaching GeV GeV at eV ( eV). This sensitivity can be achieved without loosing any sensitivity to gravitational waves.

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