• DATA
  • LOGIC
  • ERROR
  • HUMAN

How to audit valuation multiplier logic with your AI

Connect the Revenue Multiple Valuator once. Your AI can then pull the specific math used to calculate business values.

Ask AI about this page

Short answer

How do I check the math behind my AI's valuation?

Ask your AI to pull the multiplier matrix. This gives you the raw weights used for the calculation so you can spot any logical errors. You'll see exactly how the math works.

Audit outcomes.

Where your audit results land.

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

DATA

Raw matrix access

The AI pulls the exact multiplier values from the system. You get the specific numbers used for the calculation.

LOGIC

Formula verification

You can see how specific revenue drivers impact the final multiple. This exposes the weight assigned to each variable.

ERROR

Discrepancy detection

The AI identifies where the current estimate deviates from the standard matrix. This highlights potential calculation bugs.

HUMAN

Manual adjustment

The AI cannot change the core matrix. You must manually override or update the logic in your source files if the math is wrong.

The workflow

What your AI does when the request arrives.

The AI acts as a bridge between your chat interface and the valuation data.

  1. Access the matrix

    The AI reaches into the valuation engine to grab the current multiplier settings.

    retrieve_multiplier_matrix

  2. Map the variables

    The AI organizes the retrieved data to show how each business metric maps to a specific multiplier.

    retrieve_multiplier_matrix

  3. Compare estimates

    The AI looks at the current valuation and checks it against the retrieved matrix values.

    retrieve_multiplier_matrix

  4. Flag outliers

    The AI identifies any multiplier that seems inconsistent with the provided business data.

    retrieve_multiplier_matrix

Try it

Copy these to start.

Use these prompts to trigger the audit immediately.

Starting points

These are basic ways to start the conversation. Swap out the specific metric names for the ones you are auditing.

Revenue Multiple Valuator Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_1WhuWV2x2v4J1G4hyB9qWfrjDcNKUvlXBxvFzNUc/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 — Revenue Multiple Valuator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "revenue-multiple-valuator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_1WhuWV2x2v4J1G4hyB9qWfrjDcNKUvlXBxvFzNUc/mcp"
    }
  }
}
Copy into chat04

  • Retrieve the multiplier matrix so I can check the valuation logic.

  • Show me the multiplier weights used for the SaaS revenue model.

  • Compare the current valuation estimate against the multiplier matrix.

  • Check if the EBITDA multiplier in the matrix matches our recent assessment.

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

Start here

Connect Revenue Multiple Valuator once, then ask.

One connection gives your AI access to the data. All credentials stay encrypted and secure.

Connect Revenue Multiple Valuator to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change the multiplier values?

    No. The AI can only retrieve the matrix to show you what the current values are.

  • 02

    Does the AI update my valuation spreadsheets?

    No. The AI only reads the matrix to provide context for its answers.

  • 03

    How does the AI know which matrix to pull?

    It uses the retrieve_multiplier_matrix tool to fetch the specific data requested in your prompt.

  • 04

    Can I use this with Claude or Cursor?

    Yes, any MCP-compatible client will work once you connect the connector.

  • 05

    Will the AI tell me if a valuation is wrong?

    The AI can flag discrepancies between the matrix and the estimate, but the final decision to accept or reject a value is yours.

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

Connect Revenue Multiple Valuator to Claude, Cursor, ChatGPT & more