Start from the real task
Shopify Agents documentation puts agents inside store and business actions, which is a useful reminder that brand entries need to explain the task they support.
An AI service or tool site's About page should state who it serves, which sources it trusts, how facts are judged, and what will not be treated as evidence.
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
- Add audience fit, source principles, usage paths, and a canonical reference entry to the About page
- Keep the test narrow: one service scenario with clear inputs, deliverables, acceptance rules, and human review
What still needs proof
Without source principles, an About page can read like brand self-praise. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.