From what I can dig up casually, it looks like "moonshot" is from the space race, dating to 1958, but "shoot for the moon" might be earlier. And according to this, "shoot the moon" means to leave without paying rent:

http://www.etymonline.com/index.php?allowed_in_frame=&search...

Which is kind of funny.