I am from India, here every store has lychee juice available easily.
I just googled it for your area and found this : http://valumarket.grocerydirect.com/pd/Yeos/Lychee-Drink/10-fl-oz/07752132110/
Also, there are heaps of choices available on ebay.
Hope it helps.
Cheers!