Research and article quality
Sourced writing, established frameworks and checks before publication.
Each article starts with its topic, business context and available opportunity evidence. outwrite.ai uses its writing frameworks to structure the answer, then researches sources and checks the resulting draft.
Outside research is part of writing
The writer uses saved source excerpts, not just your website summary. For comparisons and alternatives, it seeks official primary sources for the named businesses. Secondary reporting is labeled as such and should not become an unsupported product claim.
Research has a bounded reading budget. It selects useful pages rather than collecting a large number of links for appearance. An unread search snippet is not treated as a verified source.
What a good draft contains
The format depends on the subject. Useful elements can include a direct opening answer, practical decision criteria, comparison tables, supported examples, real lists, contextual internal links and relevant FAQs.
The framework guides structure. It is not permission to invent statistics, customer outcomes, prices or firsthand testing.
Choose article length
| Setting | Target | Final checking range |
|---|---|---|
| Short | 700 words | 630–770 |
| Standard | 1,200 words | 1,080–1,320 |
| In depth | 2,200 words | 1,980–2,420 |
| Comprehensive | 3,200 words | 2,880–3,520 |
Set the default during onboarding or in Plan → Schedule and publishing. An individual article can override its next writing run. Existing drafts are not rewritten when the default changes.
The count includes visible headings, tables, lists and FAQs. It is a target range rather than a guarantee of one exact word count.
Review and repair
Writing includes source and structure checks, an editorial humanizer pass and independent claim review, with bounded repair where appropriate. The style pass is constrained to preserve facts, citations and meaningful structure.
If a source cannot be read, a request is unconfirmed or a claim remains unsupported, the draft may need attention. Autopilot respects these holds.
Inspect the evidence
Open the article's checks and sources to understand what was reviewed. A completed draft and a checked draft are different states. Editing later creates a new revision and makes earlier approval or checks outdated.
