AI output is not evidence. Any claim that can change, cause harm, affect a purchase, or attribute words or numbers to another source deserves direct verification.
What matters most
- Mark every unstable claim.
- Prefer primary sources.
- Trace statistics to the original source.
- Verify quotes word-for-word.
- Treat health, finance, legal, and safety topics as high stakes.
- Record review dates for volatile commercial pages.
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.