This delivery + COD method is more like scam, they might simply give you something cheap and you cannot reject the item, but you have to pay the delivery guy in full. And you cannot take action against the shop, but if you are purchasing online and you did not receive your goods as per the shop then you can report and withhold your payment to the shop.