do you think you're a savvy shopper who will sniff out a offer and isn’t afraid to do some value study? Then retail arbitrage could be the side hustle thought to suit your needs. In retail arbitrage, you buy clearance and markdown goods from retail suppliers, then sell them online at the next value.