Which products win on Brazil's largest e-commerce marketplace, and which never find their customers? This report uses K-Means clustering and Random Forest on the Olist dataset (100k+ orders, 74 categories) to segment products by sales behavior and identify the drivers of high performance. Built with R as part of the Spinnaker Program, Warsaw 2026.