The output of any _one_ use of the pad is, yes, but the point is to consider all of the data that an attacker may have. If you re-use the key multiple times, then the entirety of the cipher texts an attacker has is not random. (See also: https://xkcd.com/221/)
> But how do you know they're using the same one? Or how are you sure, they're not?
You'll be able to tell because you'll see patterns in the data: https://upload.wikimedia.org/wikipedia/commons/f/f0/Tux_ecb....