I'm about a year late but whatever.
Apparently this was a very limited release timed to coincide with Record Store Day 2013. It's a really catchy tune. Limited release or not, it's up on U.S. iTunes so you can still buy it.
I recommend that you do.
The single was produced by Edwyn Collins (of Orange Juice). More details on the AED website.