GEO Visibility Review

Use this skill to optimize pages for citation in AI-generated answers, not just ranking in traditional SERPs.

Workflow

1. Define the target URL, audience, category, and business goal.
2. Read references/geo-visibility-patterns.md.
3. Audit technical access: robots.txt, sitemap, meta tags, schema, page speed, and AI crawler allowance.
4. Score content structure for answer extraction: headings, lists, tables, citations, statistics, and FAQ coverage.
5. Apply GEO methods with the highest evidence-backed lift.
6. Produce a prioritized remediation plan with validation steps and refresh cadence.

When not to use

• Do not use for generic advice the base model already handles without this skill's specific artifact contract.

Guardrails