every now and then ayu concert tshirts pop up on eBay, but they are expensive.
if you have the cash to burn, try
http://auctions.yahoo.co.jp
find what you want, then go to
http://www.celga.com and they bid on it for you
they have a lot of fees, so only if you have the cash to spend.