Shipping is a crucial factor for any online business, including those using the dropshipping model. Fast and reliable shipping is directly linked to customer satisfaction and can determine the success or failure of a business. With customers expecting quick delivery times, shipping efficiency affects the perceived quality of the product and the seller's reputation. Delayed or damaged shipments can lead to negative reviews and customer churn. Moreover, efficient shipping is essential in enabling online businesses to reach a wider audience and expand their customer base. Dropshipping businesses rely on their suppliers' shipping and delivery capabilities, making it even more critical to choose reliable partners. Without reliable shipping , online businesses, especially those using the dropshipping model, struggle to remain competitive, fulfill orders, and keep their customers happy.