• RATIO CHECK
  • CASH FLOW
  • SCALING
  • HUMAN

How to validate unit economics with your AI

Connect your financial data once. Your AI then runs the math to confirm your unit economics hit the thresholds you need for growth.

Ask AI about this page

Short answer

Can my AI check if my unit economics are healthy?

Yes. Your AI uses the CFO Strategy Prover to compare your current LTV to CAC ratios and payback periods against your required profitability benchmarks. You get a clear view of whether your current growth model is actually sustainable.

The results of a check.

Where your data lands.

Running this task produces these specific outcomes.

RATIO CHECK

LTV to CAC verification

The AI calculates your current ratios. You see exactly how close you are to your target efficiency levels.

CASH FLOW

Payback period analysis

The AI determines how long it takes to recover customer acquisition costs. You get the exact number of months required.

SCALING

Sustainability verdict

The AI compares your metrics to your predefined thresholds. You find out if you can scale without running out of cash.

HUMAN

Strategic adjustments

The AI identifies the gaps. You decide how to shift your marketing spend or pricing to fix the numbers.

The workflow

What your AI does when the data arrives.

The AI handles the heavy lifting of the math and the comparison.

  1. Data ingestion

    Your AI pulls the necessary customer and cost data from your connected sources.

    validate_cfo_strategy

  2. Ratio calculation

    The agent computes the LTV and CAC based on your raw inputs.

    validate_cfo_strategy

  3. Threshold comparison

    The AI checks these calculated values against the specific profitability targets you set.

    validate_cfo_strategy

  4. Gap identification

    The AI flags any metrics that fall below your required scaling thresholds.

    validate_cfo_strategy

Try it

Copy these to start.

Use these prompts to kick off the validation process.

Starting points

Replace the bracketed info with your actual targets or data sources.

CFO Strategy Prover Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_SEjllkUxNU5R1Wqs22PO2B26INBPiO03aTJKeZIz/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 — CFO Strategy Prover capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "cfo-strategy-prover-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_SEjllkUxNU5R1Wqs22PO2B26INBPiO03aTJKeZIz/mcp"
    }
  }
}
Copy into chat04

  • Validate my unit economics using the data in my main finance sheet.

  • Check if my current LTV to CAC ratio meets my 3:1 scaling threshold.

  • Run a payback period analysis based on last quarter's marketing spend.

  • Compare my current unit economics against the targets in my growth plan.

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

Start here

Connect CFO Strategy Prover once, then ask.

You only need to link your data once. Your credentials stay encrypted, and you can immediately start asking your AI about your profitability.

Connect CFO Strategy Prover to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my actual financial records?

    No. The AI only reads your data to perform calculations. It cannot write or edit your original spreadsheets or databases.

  • 02

    Does the AI decide if I should scale?

    No. The AI provides the mathematical verdict based on your thresholds, but the final decision to scale remains with you.

  • 03

    What data does it need to work?

    It needs access to your customer acquisition costs and lifetime value metrics, typically via a connected spreadsheet or database.

  • 04

    Can it predict future unit economics?

    It can project based on current trends, but it is a validator of your existing and current mathematical models.

  • 05

    Will it delete any of my data?

    No. This MCP is read-only for your financial data. It has no capability to delete or modify your records.

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

Connect CFO Strategy Prover to Claude, Cursor, ChatGPT & more