So, basically Gravity is quantum if Gravity is fundamental (not emergent)?

If I am understanding your counterpoint correctly, then this argument can only be concluded satisfactorily if either Graviton is observed (proving is existence) or something more fundamental and deeper is observed (proving that quantum gravity can emerge without graviton).