Start with search evidence
A small AI product should be screened by demand, buyer, alternative, acquisition path, delivery cost, payment, and failure boundary.
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
- Turn broad ideas into seven-day validation tasks
- Keep the test narrow: one service scenario with clear inputs, deliverables, acceptance rules, and human review
What still needs proof
Use this as a signal or index, not as final proof. Verify key facts through official pages or documentation. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.