Disclaimer

A strong audit score does not guarantee retrieval, ranking, citation, recommendation, traffic, or inclusion by any AI or search platform. The audit measures article-level citation readiness according to the GEO Article Audit framework.

The audit evaluates article-level citation readiness — the visible structure, clarity, evidence placement, and trust signals of a finished article — against the GEO Article Writing Standard. It does not access, predict, or control how any external AI or search platform behaves.

Some findings require human confirmation, such as the authenticity of quotes, credentials, statistics, and sources. The audit flags these items but cannot independently verify them. You are responsible for confirming factual accuracy before publishing.

Audit results are informational and do not constitute legal, compliance, medical, financial, or other professional advice.

Questions about this disclaimer can be sent through our Contact page.