Editorial Process
Articles are generated through a configured pipeline and must pass automated uniqueness, AEO, factual, and compliance checks before publishing.
| Stage | Purpose |
|---|---|
| keyword_research | Persist artifacts, scores, and provider output for auditability. |
| keyword_allocation | Persist artifacts, scores, and provider output for auditability. |
| brief | Persist artifacts, scores, and provider output for auditability. |
| article_research | Persist artifacts, scores, and provider output for auditability. |
| draft_article | Persist artifacts, scores, and provider output for auditability. |
| draft_repair | Persist artifacts, scores, and provider output for auditability. |
| qa_review | Persist artifacts, scores, and provider output for auditability. |
| media_match | Persist artifacts, scores, and provider output for auditability. |
| media_optimize | Persist artifacts, scores, and provider output for auditability. |
| publish_article | Persist artifacts, scores, and provider output for auditability. |
| revalidate | Persist artifacts, scores, and provider output for auditability. |
| ranking_import | Persist artifacts, scores, and provider output for auditability. |