The document provides an expert report on using Amazon data for last-minute holiday optimizations. It discusses the 2021 holiday shopping landscape including inflation, logistics issues, and manufacturing woes. It analyzes Amazon data on how the shopping season may unfold, noting demand may outstrip capacity again and shoppers are nervous after 2020 delays. The document then provides recommendations in four key areas - inventory, SEO, advertising, and promotions - for last-minute optimizations, including increasing inventory, optimizing listings, running promotions, and taking a phased advertising approach.