There are so many unique products available in Japan, I fully support this idea.
Japanese candy is awesome!! What about neruneruneru, or happy kitchen hamburger?? morinaga hi-chew fanta?
I think there would be an excellent market for food products you can only get in Japan, especially Candy and Drinks.
Plus they are consumable items, so your customers will keep ordering more!