SEO and AI search

Page family SEO/GEO audit

A five-pass review of every page one template produces — a set of service pages, tool pages or product pages — asking two questions: can a search engine index them, and can an AI answer engine lift a passage and attribute it to you? It reads the deployed HTML rather than the source, because the markdown converters behind most fetch tools strip the structured data out and a page with correct markup then reads as having none. It grades each page against a written rubric, checks whether a machine can tell the page and the organization are the same business, tests whether individual passages stand alone well enough to be quoted, and looks for the template seams nobody checks. Findings come back worst-first with the file that would fix each one. Generative engine optimization, nothing to do with geography. It changes nothing and emits no score out of 100.