Perch Shop - Cart doesn't remove items after an order has gone through

I've set up a shop with a manual gateway. When an order is placed, it goes to the order success page and an invoice comes through with the status 'Paid'. However if the user goes back to the shopping cart after ordering, all the items they just ordered are still there. Do you know why this is? Can I set it to clear the cart when an order is made?