Generative Engine Optimisation (GEO) has arrived with its own vocabulary, its own consultants, and its own set of structural recommendations. Write self-contained paragraphs. Use clean headings. Format for extraction. The advice is not wrong. It is just not the point. AI systems retrieve content from sources they already consider credible. Credibility is evaluated against signals that have not changed: domain authority, inbound links from relevant publications, consistent tra