I have a remote outlet switch (very cheap),and I'm looking to boost it's range. I can easily open up both the remote and the receiver(plug in part).

The issue with it is that the remote needs to be pointing straight at the receiver for it to work, and because it plugs into an outlet, this make it akward.
How can i make the signal travel farther/more broadly?