Start with search evidence
Searches around AI search visibility, answer engine optimization, and AI SEO all point to the same need: pages with clear topics, summaries, FAQs, and internal links instead of keyword stuffing.
AI SEO should not mean writing empty text for machines. A useful page states who it is for, which job it helps with, why it is trustworthy, and what to do next.
Visibility is not demand
The useful question is not whether the page appeared somewhere; it is whether the search term, page promise, and next action fit the same reader job.
Check the page path
- Add four fields to every priority page: target reader, use case, evidence source, and next action
- Keep the test narrow: one priority page with clear topic, source links, internal links, and a conversion action
What still needs proof
A page filled with AI terms but missing task clarity and evidence is hard to trust and hard to cite. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.