Oh, of course, "Shoujo Jidai". I should've tried that next!
I did try "SNSD" but it still didn't come up. The brackets probably messed the search up.
Hopefully, they'll restock more of the limited edition as the release date gets closer; though I'm not sure if I really need the small flashlight and card case...