Cyber Monday 2016 was the largest online shopping day in history, grossing just shy of $3.5 billion — up more than 12 percent from the year before. Although digital marketing costs often climb during the holiday season due to increased demand — as they did on Thanksgiving and Black Friday — affiliate commissions actually declined on Cyber…