Supermarkets are so common in my place too. This is a business that is very lucrative because people will always need to buy some convenient goods for their use at home.
Of course this business will require a government registration to receive a permit. You also need to clear with health officers because you will be handling some foods there. Looking at all those expenses plus the actual business capital will give you how much you need to start this business.