Start with the evidence
AI-driven creative and campaign tools reward teams that understand user situations, not only broad audience labels.
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
- Rewrite campaigns around scenes, objections, and conversion evidence
- 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.