Start with search evidence
Generative AI performance reports, AI search visibility, query behavior, and content performance point to new ways of interpreting discovery and reader action.
Content sites and brand sites need separate tracking for AI-search exposure, clicked pages, cited pages, and downstream conversion.
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
- Review AI-search pages, query intent, post-click behavior, and lead quality separately every week
- Keep the test narrow: one low-risk task or tool entry before connecting permissions, logs, failure handling, and human takeover to production
What still needs proof
If AI search is blended into total traffic, teams misread which pages are actually understood by new entry points. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.