E-commerce expert witnesses analyze online retail operations, digital marketplaces, and payment systems to clarify complex business and technology issues. They are often executives, product managers, digital marketing leaders, or platform engineers who assess site usability, transaction flows, data security practices, vendor relationships, and compliance with industry standards.