• TAM
  • ECONOMICS
  • RISK
  • HUMAN

How to audit startup business models with your AI

Connect your AI to the Founder Vision Prover to run stress tests on your core assumptions. It turns vague ideas into hard numbers.

Ask AI about this page

Short answer

How do I audit my startup idea with AI?

Your AI uses the validate_founder_vision tool to check your business model against startup physics. It calculates bottom-up TAM and unit economics to find flaws in your logic. You get a breakdown of where your model holds up and where it breaks.

The audit outcomes

Where your model lands.

The AI processes your vision and delivers these specific results.

TAM

Bottom-up market sizing

The AI calculates your actual reachable market based on specific customer segments rather than broad industry reports.

ECONOMICS

Unit economics check

It evaluates your LTV and CAC assumptions to see if the math actually works at scale.

RISK

Assumption stress tests

The AI identifies the weakest links in your business logic that could sink the company later.

HUMAN

Strategic pivots

You take the AI's mathematical findings and decide how to adjust your actual product roadmap.

The workflow

What your AI does when the idea arrives.

The AI moves from raw concept to a structured financial and market reality check.

  1. Deconstruct the vision

    The AI breaks your pitch into individual variables like pricing, customer count, and acquisition costs.

    validate_founder_vision

  2. Calculate market size

    It builds a bottom-up TAM model to see if the opportunity is large enough to justify the effort.

    validate_founder_vision

  3. Run unit math

    The agent checks your margins and customer acquisition assumptions against realistic benchmarks.

    validate_founder_vision

  4. Identify failure points

    It flags specific numbers that are too optimistic or logically inconsistent with your goals.

    validate_founder_vision

Try it

Copy these to start.

Use these prompts to kick off the audit.

Starting points

Replace the bracketed text with your specific industry or pricing model.

Founder Vision Prover Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Zxns8LB04gZeu8P1t7bv48WSbtX3KQZsz2pAAzEL/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 — Founder Vision Prover capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "founder-vision-prover-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Zxns8LB04gZeu8P1t7bv48WSbtX3KQZsz2pAAzEL/mcp"
    }
  }
}
Copy into chat04

  • Audit my SaaS idea for a [niche market] with a $[price] monthly subscription.

  • Run a bottom-up TAM calculation for a [hardware product] targeting [specific user group].

  • Check the unit economics for my [marketplace model] based on a $[amount] transaction fee.

  • Stress test my business model for [company name] to find the biggest mathematical risks.

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

Start here

Connect Founder Vision Prover once, then ask.

One click connects this MCP to your preferred AI client. The full capability list is on the Connector page.

Connect Founder Vision Prover to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my business plan?

    No. The AI only analyzes the data you provide and identifies flaws; you make all the final decisions.

  • 02

    Does it need access to my bank account?

    No. It only needs the business assumptions and numbers you provide in the chat.

  • 03

    Will it delete my existing documents?

    No. This MCP is read-only for your data; it only performs analysis.

  • 04

    Can it predict future stock prices?

    No. It is designed for startup business model validation, not public market forecasting.

  • 05

    How accurate are the TAM numbers?

    The accuracy depends entirely on the quality of the customer segments and pricing you provide.

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

Connect Founder Vision Prover to Claude, Cursor, ChatGPT & more