When I was flatting in Australia a few years ago we used to buy groceries online as we had no car or nearby supermarket.

The biggest problem I've seen is that people don't trust someone else to shop for fresh things for them. Vegetables, fruit and especially meat have this problem. Tins and boxes of dry food are easier to trust.