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MVP (Minimum Viable Product): Build, Measure, Learn

10 February 2025By Tool Thinker Team8 min read
MVP (Minimum Viable Product): Build, Measure, Learn

Introduction

The Minimum Viable Product (MVP) is one of the most important concepts in modern product development. Popularized by Eric Ries in "The Lean Startup," an MVP is the simplest version of your product that allows you to validate your most critical assumptions with the least amount of effort.

What is an MVP?

An MVP is the version of a product with just enough features to be usable by early customers who can then provide feedback for future product development. It's not about building the smallest product possible—it's about building the smallest product that allows you to learn the most.

The Core Concept

The MVP concept is based on the idea that you should build, measure, and learn as quickly as possible. Instead of spending months or years building a product in isolation, you create a minimal version, get it in front of users, learn from their feedback, and iterate.

Key Principles of MVP

1. Focus on Learning

The primary goal of an MVP is to learn, not to launch a perfect product. Every feature should help you test a hypothesis.

2. Test Critical Assumptions

Identify your riskiest assumptions and design your MVP to test them. Common assumptions include:

  • Do customers have this problem?
  • Will they pay for a solution?
  • Is our solution the right one?
  • Can we deliver the solution?

3. Minimize Waste

Don't build features that don't help you learn. Every line of code should serve a learning purpose.

4. Speed to Market

Get to market quickly to start learning. Perfection is the enemy of learning.

Types of MVPs

1. Concierge MVP

Manually deliver the service that will eventually be automated.

Example: A meal planning service that starts with the founder manually creating meal plans for each customer.

When to use: When you need to validate the core value proposition before building technology.

2. Wizard of Oz MVP

Create the appearance of automation while doing work manually behind the scenes.

Example: A website that appears to use AI but actually has humans doing the work.

When to use: When you need to test user experience before building complex systems.

3. Landing Page MVP

Create a landing page describing your product and measure interest.

Example: A page describing your product with a "Sign up for early access" button.

When to use: To validate demand and messaging before building anything.

4. Single Feature MVP

Build just one core feature that delivers value.

Example: A task management app that only lets you create and complete tasks.

When to use: When you have a clear core feature that delivers standalone value.

5. Piecemeal MVP

Combine existing tools and services to create your product.

Example: Using Zapier, Google Sheets, and email to create a CRM before building custom software.

When to use: When existing tools can be combined to test your concept quickly.

How to Build an MVP

Step 1: Identify Your Riskiest Assumption

What assumption, if wrong, would cause your product to fail? This is what your MVP should test.

Step 2: Define Success Metrics

How will you know if your assumption is validated? Define clear, measurable success criteria.

Step 3: Build the Minimum

Build only what's necessary to test your assumption. Nothing more, nothing less.

Step 4: Get It in Front of Users

Don't wait for perfection. Get your MVP to real users as quickly as possible.

Step 5: Measure and Learn

Collect data on how users interact with your MVP. What works? What doesn't?

Step 6: Iterate or Pivot

Based on what you learn, either iterate on your MVP or pivot to a new direction.

Real-World Example

Product Idea: AI-powered meal planning service

Riskiest Assumption

"People will pay $10/month for AI-generated meal plans"

MVP Approach

Type: Concierge MVP

  • Create a simple landing page
  • Manually create meal plans for first 10 customers
  • Charge $10/month
  • Collect feedback on meal plans

Success Metrics

  • 10 paying customers in first month
  • 80% customer satisfaction
  • 60% monthly retention

Learning

If successful, you've validated that people will pay. Then you can invest in automation. If not, you've learned quickly without building expensive technology.

Benefits of MVP Approach

  1. Faster Learning: Learn what works quickly
  2. Reduced Risk: Test assumptions before big investments
  3. Resource Efficiency: Don't waste time on features users don't want
  4. Customer Feedback: Build with real user input from the start
  5. Faster Time to Market: Get to market quickly and iterate

Common Mistakes to Avoid

  1. Building too much: An MVP should be minimal—resist feature creep
  2. Perfectionism: Don't wait for perfection—ship and learn
  3. Ignoring feedback: The whole point is to learn—listen to users
  4. Testing the wrong thing: Make sure your MVP tests your riskiest assumption
  5. Not defining success: Know what success looks like before you build

Integrating with Other Frameworks

MVP works well with:

  • Lean Startup: MVP is a core component of the Build-Measure-Learn loop
  • Design Thinking: Use MVP to prototype and test solutions
  • Jobs-to-be-Done: Build MVP to test if you're solving the right job
  • Kano Model: Start with basic features, add performance and delight over time

Conclusion

The MVP is one of the most powerful tools in a product developer's toolkit. By focusing on learning over perfection, you can validate assumptions quickly, reduce risk, and build products that customers actually want.

Remember: An MVP is not about building less—it's about learning more. Every feature should help you test a hypothesis and move closer to product-market fit.

Next Steps

  1. Identify your riskiest assumption
  2. Define success metrics
  3. Choose the right MVP type
  4. Build the minimum needed to test
  5. Get it in front of real users
  6. Measure, learn, and iterate
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