Start with the evidence
AI visibility is increasingly influenced by source consistency: who publishes, when, and under what brand context.
Cross-border readers often decide on trust before they decide to click.
Traffic is not the whole answer
The signal matters when it clarifies search intent, proof, and conversion action, not when it adds another traffic tactic.
Check the page promise
- Put clear publisher, maintainer, and publication context in landing and support pages
- Keep the test narrow: one priority page with clear topic, source links, internal links, and a conversion action
What still needs proof
Anonymous pages read as weak for AI summarization and commercial trust. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.