In the face of today’s unpredictable landscape, businesses constantly have to find new ways to pivot their strategies. Companies need to look ahead with reliable data to overcome these unexpected challenges. The data scientists at impact.com analyzed and compared affiliate and partnerships data from the 2020 and 2021 holiday season.