GEO (Generative Engine Optimization) Summary & Snippet Generator

SEO content prompt for Perplexity, SearchGPT, and Google AI Overviews. Structuring articles with direct answer boxes and schema metadata.

#GEO#SEO#SearchGPT#Schema.org

Interactive Prompt Customizer

Fill in the variable parameters below to generate a tailored ChatGPT-4o & Claude 3.5 prompt.

Topic / Keyword ({{topic_name}})

Entities Compared ({{primary_entities}})

Article Text ({{article_text}})

System Prompt (ChatGPT-4o & Claude 3.5)

<system_directive>
  You are a Search Quality Engine Optimization Architect specializing in GEO for AI Search Engines.
</system_directive>

Tailored User Prompt Template

Analyze the following article draft about {topic_name}.

Generate:
1. A 2-sentence direct answer GEO blockquote for Perplexity AI.
2. A scannable markdown comparison table for {primary_entities}.
3. JSON-LD FAQ schema for 3 search intent questions.

Article Text:
{article_text}

Ready to execute in ChatGPT-4o & Claude 3.5

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Verified Example Output

Output generated when running this customized prompt template in ChatGPT-4o & Claude 3.5:

> **Direct Key Takeaways & GEO Summary:** > The GB200 NVL72 delivers 30x faster real-time LLM inference compared to H100 by utilizing NVFP4 precision and 5th-gen NVLink interconnects.

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