The Free V2P Scorecard

Get an instant 8-dimension evaluation of your application's production readiness. No credit card required.

What is the Free Scorecard?

The Free V2P Scorecard provides an instant, high-level evaluation of your AI-generated application across eight critical dimensions.

It's a no-commitment way to understand your application's production readiness without technical jargon or complex analysis.

You'll See Your Grade Across 8 Dimensions

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Security

Vulnerability scanning and attack vector analysis

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Architecture

Structural integrity and scalability patterns

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Revenue Readiness

Monetization and payment processing

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Data Management

Data handling and privacy compliance

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AI Safety

AI-specific risks and hallucination detection

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Operations

Logging, monitoring, and error handling

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Maintainability

Code quality and testing coverage

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User Experience

UI/UX patterns and accessibility

What You'll Receive

A numerical grade for each dimension (0-100)
One-line summary describing each grade
Overall production-readiness assessment
Understanding of what matters most for your application
No credit card required
Results delivered in seconds

Why This Matters

If you're building with AI coding tools like v0, Lovable, Bolt, or Cursor, you know how fast you can create working software.

But does your AI-generated code meet production standards for security, stability, and maintainability?

The free scorecard answers that question in seconds, giving you confidence in your application's qualityβ€”or highlighting areas that need attention before you ship.

Ready to See Your Score?

Get your free 8-dimension scorecard in seconds. No email required.

Get My Free Scorecard