How to Write Content That Reduces AI Misinterpretation and Hallucinated Citations

Writing rules

• Conclusion first: start with the answer.
• Clear scope: state when advice applies and when it does not.
• Verifiable evidence: be explicit with sources and timestamps when needed.
• Entity alignment: use consistent names linked to a glossary.
• Extractable structure: checklists, tables, and steps reduce ambiguity.

Further reading

See: AIO Content System and JSON-LD Playbook.