The moon is a very harsh environment, with no atmosphere, extreme temperatures, and no liquid water. These conditions would make it impossible for rabbits to survive.
The idea of rabbits on the moon is likely a myth or a story, perhaps influenced by the folklore and legends surrounding the moon in different cultures.