Retail arbitrage: The bargain shoppers who buy just to resell With the start of the holiday shopping season, the National Retail Federation estimates 68.7 million Americans will shop online this Cyber Monday. But what shoppers might not know is that the items they buy online could have been sitting on their local store shelves for a cheaper price. Michelle Miller met the bargain shoppers who buy products just to resell them online.