Scaling works when you standardize decisions and repetitive work, not when you simply multiply generated drafts.
What matters most
- Standardize briefs.
- Define source requirements.
- Use reusable QA checklists.
- Automate repetitive formatting.
- Batch same-stage work.
- Track time to publishable article.
- Expand page count only when intent justifies it.
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.