SEO Article API
A search-oriented article should first be an answer worth finding.
Explore this guide ↗Grammar assistance is most useful when it improves clarity without changing what the author means. Keep mechanical corrections separate from substantive edits, and give the reviewer enough context to reject a suggestion that is fluent but inaccurate.

Create a style brief with the intended audience, language variant, terminology, and acceptable tone. A technical term or deliberate sentence fragment should not be silently replaced merely because it differs from a generic writing preference.
Choose whether the task is proofreading, sentence clarity, consistency, or a broader rewrite. Do not mix these operations without review.
Show the original wording, proposed replacement, and a short reason. Flag changes that might affect a claim, number, quotation, or specialist term.
Accept edits individually where meaning is sensitive. Read the resulting passage in context, including nearby headings and examples.
A grammatically polished sentence can still be factually wrong. Grammar review is not a replacement for evidence review.
No. It describes an editing workflow you can implement with your own tools and reviewers.
Continue with build an ai-assisted editorial review that does not approve itself 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.