I agree with the 3 points that you stated. But take note that affiliate marketers earn commissions when their promotions sell, that's when a reader of their promotion clicks on the link to buy the product. We cannot say if you have been saving money on the advertisement unless you have quantified the expenses for the advertisements and the amount of sales that it produced against the amount of sales that affiliate marketers have produced for your products.