Shops in Britain, stores in the US. Transpacific, we're getting more 'stores,' sometimes 'Outlet Stores' because we tend to English English, and you don't retail from a store. You store in a store.
Chemist's Shop/Drug Store.

Although my dictionary does give the example "We bought it from a shop in Cape Cod."