There is a big Walmart on US-192 and several HESS gas station/convenience stores around the WDW Property. The HESS locations are pretty decently priced amazingly enough.
There is also a Goodings Supermarket where Buena Vista Drive goes off to Orlando and I-4 at the end of the Downtown Disney hotel row. This place is crazy priced. Stay away from it.