Why knowing the stack tells you what SEO advice will actually work
Generic SEO advice fails because the fix depends entirely on how the site was built. "Add a canonical tag" is a two-click job in Yoast on WordPress, a settings field in Shopify, and a code change in a React app. Before you spend an afternoon on a fix, it helps to know what you are standing on.
The analyzer reads the publicly served HTML and response headers and matches fingerprints: generator meta tags, script paths, cookie names, CSS class conventions, CDN headers, and asset hosts. From that it infers the CMS or framework, the hosting or CDN layer, the analytics and tag managers, and any ecommerce or marketing platforms loading on the page. Nothing private is accessed — this is exactly what any visitor's browser already downloads.