Question : If your plans are flexible, have you considered changing your departure day?
Answer : The cheapest day to fly in August is Tuesday. Being flexible with your travel days garners even more savings during booking.
Question : How long do most people stay in Madison?
Answer : Of course you're not most people, but if you were, you'd stay roughly six days.