What is sales forecasting? Sales forecasting is the process of estimating future sales revenue. It’s an essential practice for ecommerce operators, informing inventory management, marketing spend, and overall business strategy. Accurate sales forecasting moves beyond intuition, leveraging historical data, market trends, and predictive analytics to anticipate consumer demand [1]. In today’s complex, omnichannel environment, traditional methods like spreadsheets are insufficient; instead, AI-powered inventory planning and sophisticated inventory management systems are crucial for avoiding stockouts and optimizing capital [2]. For Amazon sellers, this means harnessing machine learning and data-driven insights to optimize large product catalogs and maximize profitability [3]. Effective sales forecasting not only balances early sales with long-term growth strategies but also enables operators to differentiate between fleeting “sexy” growth and sustainable success. Dive into the curated episodes below to refine your sales forecasting methodologies.