AI Article API
A useful AI article workflow starts with a specific reader and an answer worth giving.
Explore this guide ↗A strong writing brief reduces uncertainty before anyone produces prose. It tells the writer who the reader is, what question matters, which evidence is available, and what the finished article should enable. That is more useful than an instruction to write a long article about a broad keyword.

Use the brief as a shared agreement between the writer and reviewer. Keep it compact enough to inspect, but specific enough that two readers could recognize whether the draft fulfills it.
Describe the reader’s starting knowledge, situation, and desired outcome. Replace a generic audience label with a concrete editorial scenario.
Provide approved sources, required examples, excluded claims, and known uncertainties. Do not demand a conclusion the evidence cannot support.
Approve the order of the argument before expanding every section. After drafting, compare the article with the original brief rather than judging fluency alone.
Do not ask for expertise, testimonials, or performance results that the source material does not contain. A good brief makes those boundaries explicit.
Start with the reader, the question, the evidence, the expected outcome, and the claims to avoid. Expand only where the assignment needs more precision.
Continue with people-first seo for article workflows: answer before you optimize for a complete explanation, practical decisions, and a source-backed reference. To compare the neighboring parts of the process, explore the full article workflow library.