• GAP ANALYSIS
  • CONTENT MAP
  • REVISION LIST
  • HUMAN REVIEW

How to analyze content coverage with your AI

Connect ButterCMS to your AI client to audit your library. Once connected, your agent can scan every post and collection to find where your content strategy is thin.

Ask AI about this page

Short answer

How can I find content gaps in my blog using AI?

Your AI uses the ButterCMS connector to pull your existing posts and collection data. It then compares what you have against target topics to pinpoint exactly what's missing. You'll get a clear list of topics to write about next.

The audit results

Where your findings land

The AI processes your CMS data into these specific outcomes.

GAP ANALYSIS

Identify missing topics

The AI compares your current posts against a list of target keywords. It tells you which subjects you haven't covered yet.

CONTENT MAP

Visualize topic density

Your agent groups existing posts into clusters. This shows you which areas are over-saturated and which are neglected.

REVISION LIST

Find outdated posts

By looking at specific collection fields, the AI flags posts that lack necessary information or updated keywords.

HUMAN REVIEW

Final editorial check

The AI provides the raw findings, but you decide which gaps are worth pursuing based on your business goals.

The workflow

What your AI does when the request arrives.

The AI moves through your CMS to build a complete picture of your content landscape.

  1. Inventory your content

    The agent pulls a full list of every blog post you have published to establish a baseline.

    list_blog_posts

  2. Scan for specific topics

    The AI searches through your existing posts to see if specific keywords or themes already exist.

    search_blog_posts

  3. Check metadata and fields

    Your agent looks into specific collection fields to check for tags, categories, or custom SEO data.

    search_collection_field

  4. Report the gaps

    The AI compares the gathered data against your prompt to identify the missing pieces.

    list_blog_posts

Try it

Copy these to start.

Use these prompts once you've connected ButterCMS.

Starting points

Swap the bracketed text for your actual topic names or specific collection names.

ButterCMS Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_lz8oJACuel9Orm3eZ03PsVsPvz38Hxfltpy66t6c/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 — ButterCMS capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "buttercms-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_lz8oJACuel9Orm3eZ03PsVsPvz38Hxfltpy66t6c/mcp"
    }
  }
}
Copy into chat04

  • Search my blog posts for any mention of 'machine learning' and tell me what related topics I haven't covered.

  • List my blog posts and tell me which ones are missing a 'category' in the collection field.

  • Look through my 'Product Updates' collection and find any gaps in our feature coverage.

  • Based on my existing blog posts, suggest five new article titles that would help my SEO.

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

Start here

Connect ButterCMS once, then ask.

Click the link to authorize the connection. Your credentials stay encrypted, and you can immediately start asking questions about your content.

Connect ButterCMS to your AI

FAQ

How this task behaves

  • 01

    Can the AI edit my blog posts directly?

    No. The AI can only read your posts and collections to perform analysis. You must make all edits manually in ButterCMS.

  • 02

    Does the AI see my draft posts?

    The AI only sees what the tools can access. If your posts are not published or visible via the API, the AI won't find them.

  • 03

    Can it create new posts for me?

    No. This connector is for searching and listing existing data. It cannot write or save new content to your CMS.

  • 04

    How does it know which topics are missing?

    It compares the data it finds through search_blog_posts against the specific topics or keywords you provide in your prompt.

  • 05

    Can I use this to check my SEO metadata?

    Yes, by using search_collection_field to look at your specific SEO or meta fields.

  • More questions about ButterCMS? See everything the ButterCMS Connector can do

Connect ButterCMS to Claude, Cursor, ChatGPT & more