An effective AI content workflow separates strategy from production and gives each stage a clear quality gate.
What matters most
- Search intent and page decision
- Source collection
- Brief and outline
- AI-assisted draft
- Fact checking
- Editorial revision
- Internal links and media
- CMS QA
- Publish and observe
Keep the workflow accountable
The useful metric is time to an accurate, internally linked, publishable page—not raw words generated per minute. Search intent, factual verification, source quality, and final editorial judgment remain publisher responsibilities.