I've bought some books from a local Kinokuniya branch here in the US. Obviously they only stock the most popular stuff (the books I bought were Azumanga Daioh) so if I wanted to buy one of the 1000000 isekai trash I've been reading I'd probably have to wait for another trip to the moonland.