• GAP ANALYSIS
  • CLEANUP
  • INVENTORY
  • HUMAN REVIEW

How to audit Ghost site content with your AI

Connect your Ghost publication to your AI client to run content audits, verify tags, and map out your site structure.

Ask AI about this page

Short answer

How can I audit my Ghost site using AI?

Your AI pulls your post lists, page data, and tag sets to identify gaps or inconsistencies. You get a clear view of your publication's organization and content coverage.

Audit outcomes.

Where your data lands.

The AI organizes your Ghost data into actionable categories.

GAP ANALYSIS

Find missing topics

The AI compares your existing tags against your content goals to see where you need new posts.

CLEANUP

Spot tag errors

It identifies posts that are missing tags or using outdated ones so you can fix them manually.

INVENTORY

Map site structure

The AI lists every page and post to give you a full bird's-eye view of your publication.

HUMAN REVIEW

Flag for editing

The AI marks specific posts that need your attention based on your custom audit criteria.

The workflow

What your AI does when the audit starts.

The AI uses direct API calls to pull your Ghost data into your chat interface.

  1. Pull post lists

    The AI fetches your recent articles and metadata to build a baseline for the audit.

    content_list_posts

  2. Check site pages

    It pulls your static pages to ensure your site structure is complete and organized.

    content_list_pages

  3. Verify taxonomy

    The AI looks at your tag list to check for duplicates or unused categories.

    content_list_tags

  4. Filter content

    The AI uses NQL to narrow down specific posts for deep-dive reviews.

    content_list_posts

Try it

Copy these to start.

Use these prompts to kick off your audit.

Starting points

Swap the bracketed text with your specific Ghost publication details.

Ghost Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_rADSBS5BnCQNPKyog8Z69HDAAYsiRvOOSDSxMeQE/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Ghost capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "ghost-publishing-newsletter-platform-api-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_rADSBS5BnCQNPKyog8Z69HDAAYsiRvOOSDSxMeQE/mcp"
    }
  }
}
Copy into chat04

  • List all my recent posts in [Publication Name] and tell me which ones are missing tags.

  • Show me all the tags used in my Ghost site and identify any that only have one post assigned.

  • Find all posts in [Publication Name] that were published in the last three months.

  • List all the static pages on my site so I can check my navigation structure.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Ghost once, then ask.

Link your Ghost account in one click. Your credentials stay encrypted, and you can immediately start asking questions about your content.

Connect Ghost to your AI

FAQ

How the audit behaves

  • 01

    Can the AI edit my Ghost posts?

    No. The AI can only read your posts, tags, and pages to provide information.

  • 02

    Can the AI delete old content for me?

    No. The AI identifies content that should be removed, but you must perform the deletion yourself in Ghost.

  • 03

    How does the AI find specific posts?

    It uses NQL filtering to scan your post list for specific criteria you define.

  • 04

    Does the AI see my private posts?

    The AI can only access the posts you have permission to view through the API connection.

  • 05

    Can I use this to update my tags?

    No. The AI can list and verify your tags, but it cannot change or add new tags to your posts.

  • More questions about Ghost? The Connector page answers them. See everything the Ghost Connector can do

Connect Ghost to Claude, Cursor, ChatGPT & more