What is Cost of Goods Sold (COGS)? COGS represents the direct costs attributable to the production of the goods sold by a company. This includes the cost of materials and labor directly used to create the product, but excludes indirect expenses like marketing or distribution [1]. For ecommerce businesses, accurately calculating COGS is foundational to understanding true profitability and making informed financial decisions[2]. Without a clear grasp of these costs, merchants risk mispricing products, underestimating profit margins, and ultimately, hindering sustainable growth [3]. Modern accounting solutions and accurate attribution models are crucial for capturing all relevant data points to ensure precise COGS calculations, which in turn informs everything from inventory management to tax preparation [1, 3]. Understanding and optimizing your Cost of Goods Sold is not just an accounting exercise; it's a strategic imperative for any serious DTC operator looking to scale efficiently. Explore the curated episodes below to learn more about mastering COGS.