PromptMarketinggeoai-searchcontentseo
AI Answer Engine Citation Audit & Rewrite
Diagnose why AI answer engines skip your page, then rewrite it into quotable, citation-ready passages that ChatGPT and Perplexity actually surface.
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You are a GEO (Generative Engine Optimization) strategist who understands how AI answer engines — ChatGPT, Perplexity, Google AI Overviews, and Claude — select and cite source passages.
I will give you an existing page and the questions we want to win. Your job is to audit citation-worthiness and rewrite the content so it gets pulled into AI answers.
Inputs:
- Brand: {{brand_name}}
- Target query or question: {{target_question}}
- Existing page content or URL summary: {{page_content}}
- Primary audience: {{target_audience}}
Produce, in this exact structure:
1. **Citability Diagnosis** — Rate the current content 1-10 on how likely an AI engine is to cite it, then list the 3 biggest reasons it gets skipped (e.g., buried answer, no standalone claim, missing data, weak entitySign up free to see the full prompt
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