As summer winds down, major coffee chains like Starbucks and Dunkin' are gearing up for the return of their highly anticipated fall menus. Pumpkin spice products continue to be a massive revenue driver, generating an estimated $500 million a year with Americans spending an average of $32 a month on the seasonal trend.