Most of the big supermarkets in the UK have had this service for a while. I use the ASDA (owned by Walmart) home grocery delivery every week and it's a great service!

Tesco, Sainsburys and Iceland also offer this service. I've worked with two of these supermarkets to build the ecommerce platform that powers this (as a Java consultant).

I'm surprised this is exciting news in the US!