Start with the evidence
If product discovery moves into conversations, growth teams will optimize around user questions and purchase contexts, not only keywords or creatives.
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
- Track how conversational intent could change landing pages, search copy, and campaign measurement
- Keep the test narrow: one priority page with clear topic, source links, internal links, and a conversion action
What still needs proof
Treat this as a primary signal, then still check pricing, limits, and real adoption before acting. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.