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ChatGPT Query Fan-Out Generator

We analyzed 24.5 million queries from 5.8 million ChatGPT prompts and fine-tuned an LLM to generate realistic query variations. This tool creates keyword clusters based on how people actually search in AI assistants.

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What is Query Fan-Out?

Query Fan-Out is the process of expanding a single search query into multiple related keyword variations. When someone asks "best CRM for startups", they might also search for "top CRM tools for small teams", "startup CRM software comparison", or "which CRM should a new business use". These are all different ways of expressing the same intent.

We fine-tuned an LLM on real ChatGPT query data to generate authentic keyword variations. Unlike generic keyword tools, our model produces clusters based on how people actually phrase questions to AI assistants. By optimizing your content for these variations, you increase the chances of being cited in AI-generated responses.

Wider Coverage

Capture multiple search angles and variations to reach more users asking similar questions differently

AI-Optimized

Keyword clusters designed specifically for how AI models understand and retrieve information

Natural Variations

Mix of natural language phrases and keyword-style strings for comprehensive coverage

How to Use These Keywords

  • Add them naturally to your website content and landing pages
  • Include in your LLMs.txt file to help AI crawlers understand your site
  • Create FAQ sections addressing each keyword variation
  • Use in meta descriptions and page titles for better discoverability

Why Query Fan-Out Matters for AI SEO

Traditional SEO focuses on ranking for specific keywords. AI SEO is different—AI models retrieve information based on semantic similarity, not exact keyword matches. When someone asks ChatGPT a question, the model searches its knowledge for content that matches the meaning, not just the words.

This means covering more keyword variations directly increases your chances of being cited. Our ChatGPT citation data shows that brands appearing in AI responses typically have content optimized for multiple query phrasings.

Measure Your AI Visibility

After optimizing your content with these keywords, use our free AI Brand Visibility Report to see how often AI assistants mention your brand. For ongoing monitoring, prompt tracking lets you track your visibility across ChatGPT, Claude, Perplexity, and Gemini in real-time.

Monitor Your AI Search Performance

Track how ChatGPT, Claude, Perplexity, and Gemini mention your brand in real-time. Get alerts when AI assistants recommend competitors instead of you. Optimize your AI search presence with data-driven insights.

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