And it is a false statement:

sometimes you stop looking without finding anything so in those cases it isn’t in the last place you look

so the clam “It’s always in the last place you look” is obviously false.

otherwise you could say up front “I’m only gonna look in one place!” and then you would HAVE to find it in this last place you look!