This report focuses on the changes in buying behavior of customers during COVID-19 and the challenges faced by Aldi in analyzing this behavior. It includes a literature review, methodology, and recommendations for primary data collection and quantitative methods. The report highlights the importance of effective analysis and the benefits of analyzing buying behavior. It also explores the impact of COVID-19 on the retail industry and the shift towards online shopping.