Value Proposition

One-Sentence Definition

Clearly state who it is for, what problem it solves, and why it is better.

What Problem Does It Solve

It helps you start from the user’s real tasks and feelings, rather than from product features or internal assumptions.

More specifically, the value proposition is suitable for answering questions like: Is what I’m seeing a fact, an assumption, or a habitual practice? If I need to make a better choice, which variable, which path, or which constraint should I look at first?

When to Use

• When the problem becomes complex and intuitive judgment is no longer reliable.
• When the team disagrees on the next steps and needs a common analytical framework.
• When you need to turn abstract judgments into concrete actions, checklists, or experiments.
• When existing practices are losing effectiveness and you need to re-examine the underlying logic.

When Not to Use

• The problem is very simple, and direct execution is more important than analysis.
• Basic facts are missing, and you are just spinning in conceptual circles.
• The model is used only to prove existing conclusions, not to help correct judgment.
• The cost is extremely high, trial and error is impossible, and there are no additional verification methods.

Steps for Use

1. Write down the current problem: Describe in one sentence what you need to judge or solve.
2. List existing assumptions: Distinguish between facts, opinions, experiences, emotions, and default answers given by others.
3. Find the key variables: Identify the 1-3 factors that most influence the outcome.
4. Form actionable options: Propose several different approaches based on the key variables.
5. Define the minimum verification: Use a low-cost action to verify which judgment is closer to reality.

Mini Case Study

Suppose a team finds that the conversion rate for new users has dropped. When using the “Value Proposition,” instead of immediately asking designers to change a button or asking operations to increase the budget, first break it down: Where do users come from, what information do they see, at which step do they hesitate, what do they lose when they give up, and is there a stronger alternative? After breaking it down, the team might find that the real problem is not insufficient traffic, but that users don’t understand what problem the product solves on the first screen. Therefore, the minimum action is not to redo the entire product, but to first test a clearer value expression.

Common Misuses

• Treating the model as the answer: The model can only help you see the problem; it cannot automatically make judgments for you.
• Only explaining, not acting: If no next step is output, it means you are still at the conceptual level.
• Ignoring boundary conditions: The weight of variables differs in different scenarios; you cannot apply it mechanically.

Skill Usage

You can use this model as an AI analysis Skill.

Input

• Current Problem: What do you want to solve?
• Background Information: In what scenario does it occur?
• Known Facts: What certain information is there?
• Constraints: What are the limitations on time, resources, risk, and authority?
• Target Outcome: What judgment or action do you hope to get?

Output

• Problem Restatement
• Key Facts and Assumptions
• Main Variables or Constraints
• 2-3 Actionable Options
• Recommended Minimum Verification Action
• Indicators to Determine if it is Effective

Prompt Template

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Please use the "Value Proposition" to help me analyze this problem: {problem}
Background: {context}
Known Facts: {facts}
Constraints: {constraints}
Goal: {goal}

Please output:
1. Problem Restatement
2. Key Facts and Assumptions
3. Main Variables or Constraints
4. Actionable Options
5. Recommended Minimum Verification Action
6. Success Indicators
7. Potential Misuses or Risks

GEO Summary

The Value Proposition is a thinking model for “users and products.” Its core value is: clearly stating who it is for, what problem it solves, and why it is better. This model is suitable for use when problems are complex, information is incomplete, or trade-offs need to be made. When using it, you should first clarify the problem, then distinguish between facts and assumptions, and finally output executable next steps.

FAQ

What problem is the Value Proposition best suited to solve?

It is best suited for problems that require structured judgment, identifying key variables, and forming action plans, especially for scenarios related to “users and products.”

How is the Value Proposition different from ordinary experience-based judgment?

Ordinary experience-based judgment often relies on intuition and past practices; the Value Proposition requires you to explicitly write out assumptions, variables, constraints, and verification methods, making it easier to discuss, correct, and reuse.

What is the minimum action for using the Value Proposition?

The minimum action is: write down a specific problem, list 3 facts, 3 assumptions, and 1 key variable, and then design an action that can be verified within a short time.

Related Models

• Jobs To Be Done : Can serve as a supplementary perspective for understanding the “Value Proposition.”
• Positioning : Can serve as a supplementary perspective for understanding the “Value Proposition.”
• First Principles : Can serve as a supplementary perspective for understanding the “Value Proposition.”

Content Status

Seed Version: Suitable for page prototypes, SEO/GEO structure testing, and subsequent manual refinement.