Learn and Listen.

Airlines everyday fly with empty seats in business class so you might as well learn how to buy them for $40.00. When you check in with your regular ticket, always let the agent know you are interested in upgrading. The price has to be right, make them an offer. I did this for a flight from Toronto to Detroit, I paid $25.00 for the upgrade. Well worth it.