The COVID-19 pandemic has upended the retail industry, forcing the closure of physical stores and causing uncertainty for the future of the in-store experience. These abrupt shifts have left many retailers scrambling to effectively serve customers through other channels. Digital-first and omnichannel retailers have pivoted more easily, but retailers that prioritized physical stores and face-to-face engagement over omnichannel strategies have struggled to respond.