The supermarket is situated in the Brick Lane Markets near the beginning of the game. To enter the super market, the survivor must use the back entrance which will activate an alarm in case it is opened.
This is also a good spot to find supplies such as ammunition, and food for health restoration. The food can be cakes or energy drinks, for example. As such, it's always a location to visit before entering the Brick Lane Apartments.