YES, YOU CAN. But as soon as you lodge the bas which has this big refund, the ato is going to ask for the tax invoice of the purchase of the shop. So be prepared
it depends how you structure the transaction. It can be GST free going concern or GST payable on top of purchase price. It will have significant impact on stamp duty.