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Semantic clustering

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Semantic relevance clustering

Prompt Content

Cluster the following keywords into groups based on their semantic relevance: [keywords]

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FAQ

The cluster granularity is too coarse or too fine, how do I adjust?

Add to the request "keep the number of clusters between 5 and 8, each with at least 3 keywords." Without bounds the AI either gives you 2 overly broad groups or one keyword per cluster, losing the point of clustering. Specifying a range is the key to getting usable groupings.

Can it output directly in Excel format?

Have it output as a Markdown table (columns: group / theme word / keyword list / search intent). Copy into Excel using "Paste from clipboard - HTML" and the table structure is preserved, much less effort than reorganizing line by line.

How do I use this prompt?

Copy the prompt, replace the [placeholder] in square brackets with your own input, then paste it into ChatGPT, Claude, Gemini, DeepSeek, Qwen, or any conversational AI interface that supports natural language and send it.

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