• VALIDATION
  • DETECTION
  • REVISION
  • HUMAN

How to verify unit economics with your AI

Connect your pitch deck to your agent. It will run the math on your core metrics to find flaws in your model.

Ask AI about this page

Short answer

How can I use AI to check my unit economics?

Your AI analyzes the financial data in your pitch deck to validate CAC, LTV, and gross margins. You get a mathematical breakdown of whether your business model actually works.

The results of a model check.

Where your data lands.

Running this task produces four specific outcomes for your business plan.

VALIDATION

Verified math

The AI checks your CAC and LTV against your stated margins. You get a clear confirmation of whether the numbers hold up.

DETECTION

Hidden flaws

The agent identifies logical gaps where your growth assumptions don't match your spend. It flags these specific inconsistencies.

REVISION

Updated slides

The AI suggests specific adjustments to your financial slides. This helps you fix the model before you present it.

HUMAN

Strategic decisions

The AI provides the data, but you decide how to pivot your strategy. You retain full control over the final business direction.

The workflow

What your AI does when the deck arrives.

The agent moves from raw data extraction to mathematical stress testing.

  1. Data extraction

    The agent pulls your financial figures directly from your presentation slides.

    validate_pitch_deck

  2. Metric calculation

    It calculates your LTV and CAC to see if they align with your gross margins.

    validate_pitch_deck

  3. Logic testing

    The AI compares your customer acquisition costs against your projected lifetime value.

    validate_pitch_deck

  4. Error flagging

    The agent highlights any mathematical errors or unrealistic growth assumptions.

    validate_pitch_deck

Try it

Copy these to start.

Use these prompts to kick off the analysis.

Starting points

Replace the bracketed text with your specific file names or metric targets.

Pitch Deck Prover Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_d8rIjlQBVQn4yHiEd207mKiGwg2YGmijpH16RXac/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 — Pitch Deck Prover capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "pitch-deck-prover-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_d8rIjlQBVQn4yHiEd207mKiGwg2YGmijpH16RXac/mcp"
    }
  }
}
Copy into chat04

  • Analyze the unit economics in my pitch_deck_v2.pdf.

  • Check the LTV and CAC math in my current deck.

  • Validate the gross margin assumptions in my startup_model.pptx.

  • Find any inconsistencies in the financial slides of my deck.

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

Start here

Connect Pitch Deck Prover once, then ask.

One connection gives your agent access to your files. The full list of what the agent can do is on the Connector page.

Connect Pitch Deck Prover to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my pitch deck slides directly?

    No. The AI analyzes the data and suggests changes, but you must manually edit your slides.

  • 02

    Does the AI need access to my bank account?

    No. It only works with the financial data you provide in your pitch deck files.

  • 03

    Can it predict my future revenue?

    It can test the math behind your revenue projections, but it cannot predict real-world market outcomes.

  • 04

    What happens if my math is wrong?

    The AI will flag the specific error and show you where the calculation fails.

  • 05

    Can it create a new business model for me?

    No. It validates the model you have already built; it doesn't invent a new business from scratch.

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

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