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How to Use ChatGPT in Confluence: AI-Powered Writing for Better Docs

· 6 min read
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Quick Answer

Confluence offers native AI features through Atlassian Intelligence for writing, summarizing, and translating content. Third-party apps integrate ChatGPT directly into the editor for inline AI assistance.

What you'll learn
  1. How to enable and use Atlassian Intelligence in Confluence
  2. How to integrate ChatGPT via Marketplace apps
  3. Prompt engineering techniques for better AI-generated content
  4. How to use AI for summarization, translation, and content improvement

Writing good documentation takes time. Between drafting, editing, formatting, and organizing, creating a single Confluence page can take hours. For teams with dozens of pages to maintain, this time adds up quickly.

AI tools like ChatGPT can accelerate every stage of the documentation workflow — from initial drafts to final polish. This guide covers how to use AI in Confluence, from native features to third-party integrations.

Why AI Matters for Confluence Documentation​

Documentation is essential but often neglected. Teams know they should write more, but the effort feels disproportionate to the perceived value. AI changes this equation:

Speed. What takes an hour to write takes 10 minutes with AI assistance. The AI handles the first draft; you handle the refinement.

Consistency. AI can maintain a consistent tone, format, and structure across pages. No more "this page sounds different from that page."

Accessibility. AI translation makes content available to global teams without hiring translators.

Completeness. AI can identify gaps in your documentation and suggest sections you missed.

How to Use ChatGPT in Confluence: Step-by-Step​

1. Enable Atlassian Intelligence in Confluence​

Atlassian Intelligence is the native AI layer in Confluence. Here is how to enable it:

  1. Go to Site Administration > Products > Atlassian Intelligence
  2. Toggle on the features you want:
    • Writing assistance — draft, rewrite, expand, compress
    • Summarization — condense long content
    • Translation — convert pages to other languages
    • Action items — extract tasks from meeting notes
  3. Assign permissions:
    • All users — everyone can use AI
    • Specific groups — only certain teams
    • Admin only — for controlled rollout

Pro tip: Start with admin-only access, test thoroughly, then expand to all users.

2. Use AI to Draft and Edit Content​

Once enabled, AI appears as an option in the Confluence editor:

Drafting new content:

  1. Open a new Confluence page
  2. Type your topic or paste an outline
  3. Select the text and click the AI icon (sparkle icon)
  4. Choose Expand or Rewrite to generate content
  5. Review and edit the output

Editing existing content:

  1. Highlight the text you want to improve
  2. Click the AI icon
  3. Choose an action:
    • Improve writing — fix grammar, clarity, flow
    • Make longer — add detail and depth
    • Make shorter — condense for brevity
    • Change tone — formal, casual, technical

Example prompt for drafting:

Write a step-by-step guide for setting up a Confluence space for a new project. Include sections on: space creation, page templates, permissions, and content organization. Target audience: project managers with basic Confluence experience.

3. Summarize Long Pages and Threads​

Confluence pages can grow long, especially meeting notes, decision logs, and project updates. AI summarization condenses this content:

How to summarize:

  1. Open the page you want to summarize
  2. Click the AI icon in the top toolbar
  3. Select Summarize this page
  4. AI generates a concise summary at the top

Best uses for summarization:

  • Meeting notes — extract action items and decisions
  • Long project pages — get the current status
  • Comment threads — understand the consensus
  • Decision logs — see what was decided and why

Example: summarizing meeting notes

Before:

45 minutes of discussion about deployment process, including vendor comparisons, pricing discussions, timeline disagreements, and final decision to proceed with Option B.

After:

Decided: Proceed with Option B for deployment. Budget: $50k. Timeline: Q3 2026. Next steps: Vendor contract review by Friday.

4. Translate Content for Global Teams​

AI translation in Confluence converts pages while preserving formatting:

How to translate:

  1. Open the page to translate
  2. Click the AI icon > Translate
  3. Select the target language
  4. AI generates the translated version
  5. Review and save as a new page or overwrite

Languages supported:

  • English, Spanish, French, German, Italian, Portuguese
  • Japanese, Korean, Chinese (Simplified)
  • And more via Atlassian Intelligence

Best practices:

  • Always review translations for accuracy
  • Keep the original page as the source of truth
  • Use language-specific Confluence spaces for organized access
  • Test with a native speaker before publishing

5. Build a Prompt Library for Common Tasks​

Create a shared Confluence page with tested prompts your team can reuse:

Prompt library structure:

# AI Prompt Library

## Writing Prompts
- [Technical guide template]
- [Meeting notes template]
- [Project status update template]

## Editing Prompts
- [Improve clarity]
- [Add detail]
- [Simplify language]

## Analysis Prompts
- [Summarize page]
- [Extract action items]
- [Identify gaps]

Example prompts to include:

Draft a Confluence page for [topic] with:
- Introduction explaining why this matters
- 3-5 main sections with headers
- Step-by-step instructions where applicable
- FAQ section with 5 common questions
- Links to related Confluence pages

Audience: [role]
Tone: [formal/casual]
Length: [short/medium/detailed]

FAQ​

Does Confluence have built-in AI features?​

Yes. Atlassian Intelligence provides native AI capabilities in Confluence including writing assistance, summarization, translation, and action item extraction. It is available on Premium and Enterprise plans.

Can I use ChatGPT directly in Confluence?​

Not natively, but Marketplace apps like AI Assistant for Confluence and ChatGPT for Confluence integrate OpenAI's API directly into the Confluence editor for inline AI assistance.

Is AI-generated content accurate in Confluence?​

AI-generated content should always be reviewed by a human. AI can produce factual errors, outdated information, or contextually inappropriate content. Use AI as a starting point, not a final product.

How do I write good prompts for Confluence content?​

Be specific about the audience, format, and goal. Instead of 'write about deployment,' use 'write a step-by-step guide for junior developers on deploying to staging, including rollback procedures.'

Can AI help with Confluence page organization?​

Yes. AI can suggest page hierarchies, generate table of contents, identify related pages, and recommend tags based on content analysis. Use it to audit and improve your space structure.

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