Found myself just as baffled/apoplectic as you are: why would this be on your online storefront if you don't have the inventory for me to actually buy?
Even Amazon Prime delivery via Whole Foods has this problem, to bring it back around to the thread topic.
Interestingly it's something that small e-commerce stores are much better about, it would seem (though I don't really have any data backing that up)