Collecting sales data can be done through various methods, including point-of-sale (POS) systems, online transaction records, and customer relationship management (CRM) software. POS systems are commonly used in physical stores, while e-commerce platforms automatically record online sales. CRM software helps track interactions with customers, providing a comprehensive view of the sales process.