Supermarket deliveries are popular, but are third party delivery services for groceries? I don't have any stats, but anecdotally I'd say not.
I just checked Sainsburys (a major supermarket in the UK for anyone who doesn't know it), and I can book a delivery slot for 6 hours from now for £4. It's not an hour, but it's definitely not a week.