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Keyword Clustering Content Planning Workflow

Content CreationCozeUpdated 2026-03-18

Use AI to cluster keywords, enabling content teams to quickly generate topic clusters and subtopics, boosting content creation efficiency.

System Prompt
Use {keyword_list} and {cluster_count} to cluster keywords into {cluster_count} groups. Output a JSON containing cluster titles and subkeywords.

Variable Dictionary (fill in your AI tool)

This section only explains placeholders. It is not an input form on this website. Copy the prompt, then replace variables in Coze / Dify / ChatGPT.

{keyword_list}

A comma-separated list of target keywords, e.g., "seo, keyword research, content marketing"

Filling hint: replace this with your real business context.

{cluster_count}

Desired number of clusters (optional, default 5)

Filling hint: replace this with your real business context.

{language}

Output language, e.g., "English" or "Chinese"

Filling hint: replace this with your real business context.

Quick Variable Filler (Optional)

Fill variables below to generate a ready-to-run prompt in your browser.

{keyword_list}

A comma-separated list of target keywords, e.g., "seo, keyword research, content marketing"

{cluster_count}

Desired number of clusters (optional, default 5)

{language}

Output language, e.g., "English" or "Chinese"

Generated Prompt Preview

Missing: 3
Use {keyword_list} and {cluster_count} to cluster keywords into {cluster_count} groups. Output a JSON containing cluster titles and subkeywords.

How to Use This Template

Best for

Teams that need faster content creation output with more stable prompt quality.

Problem it solves

Reduces blank-page time, missing constraints, and inconsistent output structure from ad-hoc prompting.

Steps

  1. Copy the template prompt.
  2. Paste it into your AI tool (Coze / Dify / ChatGPT).
  3. Replace placeholder variables using the dictionary above.
  4. Run and refine constraints based on output quality.

Not ideal when

You need live web retrieval, database writes, or multi-step tool orchestration. Use full workflow automation for that.

Success Case

Input:
seo, keyword research, content marketing, digital marketing, backlink, on-page optimization
Output:
{"clusters":[{"title":"SEO Basics","keywords":["seo","on-page optimization"]},{"title":"Content Marketing","keywords":["content marketing","digital marketing"]},{"title":"Link Building","keywords":["backlink"]}]}

Boundary Case

Input:
The goal is vague and key inputs are missing
Fix:
Provide at least one keyword.

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Workflow Steps

  1. 1. Provide the keyword list and optional cluster count.

  2. 2. AI clusters the keywords.

  3. 3. Output a JSON structure with cluster titles and subkeywords.

Constraints

  • If keyword_list exceeds 500 items, AI may truncate.
  • If cluster_count exceeds 20, output may be incomplete.

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