The Moon is there, in the sense that we have observed its atoms, and while the number of states that the Moon can be in is vast, they are confined to a range that is consistent with our observation.

Quantum mechanics still operates at macroscopic scales. The difference between microscopic and macroscopic has to do with the ability to identify the state of the particles.