Audit your site for AI-engine citations
When to use: Traffic is shifting from Google to ChatGPT/Perplexity and you want to know if you're cited.
Prerequisites
- Skill installed — git clone https://github.com/nowork-studio/toprank ~/.claude/skills/toprank
- Domain + key topics — List 10 queries your prospects likely ask LLMs
Flow
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List queries to testTopRank GEO: from my product positioning, propose 10 'buyer-intent' queries that prospects would ask Claude/ChatGPT.✓ Copied→ 10 specific queries, not generic ones
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Run citation checkFor each query, ask Claude (you) the question without web search. Did my site get cited? If not, who did?✓ Copied→ Per-query: cited yes/no, who else got cited
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PlanBased on gaps, prioritize: which 3 pages on my site need GEO-optimization first? What changes?✓ Copied→ Concrete action plan with specific page recommendations
Outcome: Citation gap report + prioritized fix list.
Pitfalls
- Only testing branded queries — Mix generic and branded; you want to be found by people who don't know you