• DATA
  • GUIDELINES
  • EDITING
  • HUMAN

How to check content scores with your AI

Connect Surfer SEO to your AI client to monitor optimization metrics while you write. You get immediate feedback on how well your drafts hit keyword targets.

Ask AI about this page

Short answer

How can I check my content scores using AI?

Your AI uses the Surfer SEO connector to pull live optimization data and keyword requirements. You can check your progress against these scores as you draft content. This gives you a clear view of what's missing before you publish.

Optimization outcomes.

Where your data lands.

The AI handles the data retrieval so you can focus on the writing.

DATA

Live score retrieval

The AI pulls your current optimization score from Surfer SEO. You see exactly how close your draft is to the target.

GUIDELINES

Keyword requirements

Your agent fetches the specific keyword density and term suggestions. This tells you exactly which words to add to improve your score.

EDITING

Drafting feedback

The AI monitors your progress in the editor. It identifies gaps in your content based on the retrieved SEO data.

HUMAN

Final creative polish

The AI provides the data, but you decide how to weave keywords in naturally. You maintain control over the tone and flow.

The workflow

What your AI does when the request arrives.

The AI bridges the gap between your writing environment and Surfer SEO's optimization engine.

  1. Initialize the editor

    The AI sets up a workspace to manage your content session.

    create_content_editor

  2. Fetch SEO data

    The AI pulls the specific optimization metrics and keyword targets for your topic.

    get_content_editor_details

  3. Analyze the score

    The AI calculates how well your current draft matches the SEO requirements.

    get_content_score

  4. Update progress

    The AI keeps the editor details current as you make changes to the text.

    get_content_editor_details

Try it

Copy these to start.

Use these prompts to kick off your optimization task.

Starting points

These are opening lines. Swap out the bracketed text for your specific Surfer SEO project or draft name.

Surfer SEO Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_K8pZ6ozgv1fIkZXoNKLKljucZkIWaveUwf9wYefY/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 — Surfer SEO capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "surfer-seo-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_K8pZ6ozgv1fIkZXoNKLKljucZkIWaveUwf9wYefY/mcp"
    }
  }
}
Copy into chat04

  • Check the content score for my 'Summer Travel Guide' draft.

  • What are the keyword guidelines for the 'Best Coffee Beans' article?

  • Get the current optimization score for the 'Tech Trends 2024' editor.

  • Compare my current draft score against the Surfer SEO requirements for 'Healthy Recipes'.

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

Start here

Connect Surfer SEO once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start asking your AI for SEO updates.

Connect Surfer SEO to your AI

FAQ

How this task behaves.

  • 01

    Can the AI rewrite my content to fix the score automatically?

    No. The AI retrieves the scores and guidelines, but you must perform the actual writing and editing to ensure quality.

  • 02

    Does the AI change my settings in Surfer SEO?

    No. The AI only reads data like scores and keyword lists. It cannot modify your Surfer SEO account settings or project configurations.

  • 03

    How often does the score update?

    The score updates whenever you ask the AI to check the current score for your active editor.

  • 04

    Can I use this with any AI client?

    Yes, as long as your client is MCP-compatible, like Claude, Cursor, or Windsurf.

  • 05

    Do I need to keep Surfer SEO open in a browser?

    No. Once the connection is active, your AI client communicates with the service directly.

  • More questions about Surfer SEO? See everything the Surfer SEO Connector can do

Connect Surfer SEO to Claude, Cursor, ChatGPT & more