The supermarket is near Annie's George's and Mitchell's house. They often go there to buy food and drinks. However when Fleur accusses Mitchell to be pedophile the shop owner doesn't allow Mitchell to buy his food there. A short time later Fleur tells Mitchell's neighbours that she was wrong about Mitchell and Mitchell is able to go to the shop again.
This is the Co-Op in Totterdown