• TOPICS
  • STRATEGY
  • DATA
  • HUMAN

How to find content gaps with your AI agent

Connect your agent to Dev.to to find untapped topics. It maps out what people want to read but can't find.

Ask AI about this page

Short answer

How can I find content gaps using my AI?

Your agent pulls trending tags and existing article data to spot where high interest meets low article volume. You get a list of specific, underserved topics. This breakdown shows you how to run that analysis.

The outcomes of your analysis

Where your research lands.

Once the agent finishes the scan, you'll have these four specific outputs.

TOPICS

Underserved subject areas

The AI identifies specific tags that have high interest but very few existing posts. You'll see exactly where the crowd is looking for answers.

STRATEGY

Content roadmap

The agent organizes these gaps into a logical list of ideas. This gives you a clear direction for your editorial calendar.

DATA

Engagement evidence

You get the specific data points that prove a topic is worth your time. This removes the guesswork from your planning.

HUMAN

Creative direction

The AI provides the gaps, but you decide which ones fit your voice. You'll take these raw opportunities and turn them into finished articles.

The workflow

What your AI does when the request arrives.

The agent follows a logical path from broad scanning to specific gap detection.

  1. Map the landscape

    The agent starts by pulling the most relevant and active tags from the platform to understand what's currently trending.

    get_tags

  2. Audit existing content

    It searches through the current library of articles to see how much coverage each major topic already has.

    search_articles

  3. Identify the gaps

    The agent compares interest levels against article counts to find the sweet spots where demand is high but supply is low.

    content_gap_analysis

  4. Refine the list

    The agent uses the gathered data to filter out noise and present only the most actionable opportunities.

    content_gap_analysis

Try it

Copy these to start.

Use these prompts to kick off your research.

Starting points

These are starting points. Swap out the specific tech stacks or tags to match your niche.

Dev.to (Forem) Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_x9AEtBkAQ0N0Ymi4199GhRvYRoHqyF1x1wkRjxcQ/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 — Dev.to (Forem) capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "devto-intelligence-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_x9AEtBkAQ0N0Ymi4199GhRvYRoHqyF1x1wkRjxcQ/mcp"
    }
  }
}
Copy into chat04

  • Find the top 10 trending tags on Dev.to and tell me which ones have the fewest articles.

  • Run a content gap analysis for 'React performance' to see if there are underserved subtopics.

  • Search for articles about 'Rust programming' and identify topics with high engagement but low volume.

  • Look at the most popular tags in 'Web Development' and find three gaps I can write about this week.

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Start here

Connect Dev.to Intelligence once, then ask.

Just click the link to connect. Your credentials stay encrypted, and you can immediately start asking questions in your preferred AI client.

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FAQ

How this task behaves

  • 01

    Can the AI write the articles for me?

    No. The AI identifies the gaps and the topics, but you are responsible for the actual writing and publishing.

  • 02

    Does the AI change anything on Dev.to?

    No. The tools only read data from the platform. The AI cannot post articles, edit existing content, or delete anything.

  • 03

    How does it know which topics are 'high engagement'?

    It uses the data returned by the search and tag tools to compare how much attention topics are getting relative to how many articles exist.

  • 04

    Can I use this to find gaps on other sites?

    No. This specific Connector is built to work with Dev.to data.

  • 05

    Do I need to provide my own Dev.to API key?

    No. Vinkius manages the connection so you can just use it immediately after connecting.

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

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