Whenever you apply a coupon code to the total cost, it will apply to the total price, without changing the product cost. So, for example, if your product price is $100 and the cost is $30, the margin is $70.
If you apply a 50% coupon code, the final price is $50, but the cost remains unchanged ($30), so the margin is $20.