Why AI visibility still depends on credible human-created information

Outline (draft — not for publication)

1. Lead — Models summarise sources; weak sources produce weak visibility.
2. Human-created information — original facts, experience, documentation.
3. Automation’s place — drafts and workflows with human review; not unverified mass publishing.
4. Credibility signals — consistency, authorship, evidence, updated pages.
5. What not to do — spammy AI article farms; fake testimonials; keyword stuffing.
6. Practical close — publish fewer, better pages; keep them current.

Notes

• Avoid breathless AI marketing language.