• PASS
  • REVISE
  • FAIL
  • HUMAN

How to grade content drafts with your AI

Connect Clearscope to your AI client to automate semantic scoring. Once connected, your agent handles the heavy lifting of comparing drafts to SEO requirements.

Ask AI about this page

Short answer

How do I grade content drafts with my AI?

Your AI uses Clearscope tools to pull required terms and run a grading check on your text. You'll get a specific score and a list of missing semantic targets to fix. This breakdown shows you exactly how to run that process.

The grading outcomes.

Where your results land.

The AI processes your draft and sorts the results into these categories.

PASS

Ready to publish

The AI confirms your draft meets the necessary semantic density. You get a green light to move to the next stage.

REVISE

Missing semantic terms

The AI identifies specific words you missed. It provides a list of terms to weave into your text to improve SEO.

FAIL

Low quality score

The draft falls below the required threshold. Your AI flags this so you can rethink the structure or depth.

HUMAN

Manual editorial check

The AI identifies areas where the tone or context feels off. You step in to ensure the writing actually sounds natural.

The workflow

What your AI does when the draft arrives.

Your agent acts as an automated editor by pulling data and running comparisons.

  1. Fetch requirements

    The AI pulls the specific list of target terms needed for your topic.

    list_terms

  2. Run the grade

    The agent compares your draft against the Clearscope requirements to generate a score.

    grade_content

  3. Analyze the gaps

    The AI looks at the specific details of the report to see where the draft failed.

    get_report_details

  4. Summarize findings

    The agent presents the final score and the list of missing terms in your chat window.

    get_report_details

Try it

Copy these to start.

Use these prompts to trigger the grading process.

Starting points

Replace the bracketed text with your specific Clearscope content or URL.

Clearscope Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_f9vBZKkyMmFaUZK6QU3tJeL8GH6952YtpqfQHh5W/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 — Clearscope capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "clearscope-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_f9vBZKkyMmFaUZK6QU3tJeL8GH6952YtpqfQHh5W/mcp"
    }
  }
}
Copy into chat04

  • Grade this draft against the Clearscope requirements for [URL].

  • List the required terms for the [Topic] content brief.

  • Check my current draft against the Clearscope report for [Topic].

  • What terms am I missing in this draft based on the Clearscope requirements?

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

Start here

Connect Clearscope once, then ask.

Just click the button to link your account. Your credentials stay encrypted and the setup is handled on our end.

Connect Clearscope to your AI

FAQ

How this task behaves.

  • 01

    Can the AI rewrite my draft for me?

    No. The AI only grades and analyzes your existing text based on Clearscope data.

  • 02

    Does the AI change my Clearscope settings?

    No. The AI can only read terms and grade content; it cannot modify your Clearscope account or settings.

  • 03

    Can I see the specific terms I missed?

    Yes. The AI can pull the list of required terms to show you what is missing.

  • 04

    Will the AI automatically publish my content?

    No. The AI only provides the grading and the report details.

  • 05

    How does the AI know which brief to use?

    You tell the AI which specific content or URL to target in your prompt.

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

Connect Clearscope to Claude, Cursor, ChatGPT & more