Start from the real task
Product Hunt and first-user searches show that builders need a page that clarifies fit, examples, trial paths, feedback, and follow-up resources.
Write launch pages as reader tasks: who it is for, what it solves, how to try it, how to give feedback, and where to go next.
A case is not yet a market
The signal matters when it clarifies a real service task, deliverable, and acceptance rule, not when it only shows a demo.
Check the delivery boundary
- Link `ai-first-users` and `product-hunt-ai-launch` into today's entry-path resource set
- Keep the test narrow: one service scenario with clear inputs, deliverables, acceptance rules, and human review
What still needs proof
Product-update copy misses readers who are still searching for a solution path. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.