Start with search evidence
Demand around AI search visibility, AI Overviews controls, Google-Extended, and Search AI feature controls points to the same question: website owners want discovery, but they also want clearer control over how their content is used.
AI search adds a governed discovery layer. Sites need to revisit robots rules, snippet and preview behavior, and training-use boundaries.
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
- Audit four control layers: robots.txt, snippet and image preview settings, Google-Extended, and page classes that should stay out of generative reuse
- Keep the test narrow: one priority page with clear topic, source links, internal links, and a conversion action
What still needs proof
If you chase AI search traffic without cleaning up control boundaries, the site becomes easier to quote but harder to govern. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.