Citation Hub + GEO/AEO Skill for Claude — AI Visibility Audit & Citeable Content Workflow

Citation Hub + GEO/AEO is a Claude/Cursor skill pack you install once. Your agent then follows a fixed recipe to score any URL for GEO/AEO on a 0–100 scorecard, then build citation-hub pages meant to be quoted by Google and AI answer engines.

Want to see the output style before buying? Try the free GEO/AEO starter scorecard ($0): https://payhip.com/b/TvxJH — it's a lightweight starter, not the full Citation Hub workflow.

What’s inside the zip: SKILL.md (audit steps, hub pipeline, honesty rules); scorecard, outline, and article templates; pre-flight real-data checklist; publish checklist; fictional Springfield HVAC worked example (labeled EXAMPLE); README with Claude Code / Claude Projects / Cursor install paths.

What you bring: a site or page to improve, a topic/keyword, and real sources. The skill does not auto-publish to your CMS.

For SEOs, content leads, founders, and agencies who want repeatable AI-visibility audits and pillar pages worth citing. Not for fake case studies, spun blog spam, or ranking guarantees.

FAQ — Does this guarantee ChatGPT/Perplexity will cite me? No — it improves citeability and gives an audit rubric. Is this a ChatGPT prompt pack? No — it’s an agent skill (SKILL.md + templates) for Claude/Cursor. Do I need coding skills? No.