When performing a comprehensive ecommerce SEO audit, you need to assess factors such as site structure, URLs, metadata, keyword usage, content quality, external and internal linking, mobile optimization, site speed, and overall user experience. By thoroughly evaluating these areas, you are able to identify any SEO issues making the necessary improvements for better search engine visibility.