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// Skill profile

Competitive Analysis Skill (Zhang Zaiwang Methodology)

name: competitor-analysis

by caperszhang · published 2026-03-22

数据处理API集成加密货币
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2026-03
// Install command
$ claw add gh:caperszhang/caperszhang-effective-competitive-analysis
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// Full documentation

---

name: competitor-analysis

description: Competitive analysis skill based on Zhang Zaiwang's methodology. Provides systematic competitive analysis framework, tools and templates to help users conduct professional competitive analysis.

metadata:

openclaw:

emoji: "📊"

category: "business-analysis"

author: "Zhang Zaiwang" capers@qq.com

book: "Effective Competitive Analysis: Essential Methodology for Good Products"

version: "1.0.0"

---

# Competitive Analysis Skill (Zhang Zaiwang Methodology)

Based on Zhang Zaiwang's "Effective Competitive Analysis" methodology, providing a complete competitive analysis framework, tools and templates.

Core Principles

1. **Know yourself and know your enemy, and you can fight a hundred battles without defeat** - Competitive analysis is the foundation of product competition

2. **Co-opetition mindset** - A new perspective that combines competition and cooperation

3. **Right intention, taking advantage, clear approach, excellent techniques, united people, practice** - Complete analysis philosophy

4. **6-step competitive analysis** - Systematic operation process

🎯 Skill Usage Guide

**Key Principle: Start with the end in mind, goal-driven**

**Before using this skill, you must first clarify the analysis goal.** Without a clear goal, competitive analysis will lose direction and become meaningless information stacking.

**Interactive Startup Process**

When users request competitive analysis, if the following key information is not clear, **you must first ask the user**:

#### **6 Key Questions (Competitive Analysis Starting Point):**

1. **For which product is the competitive analysis being done?** - Clarify the analysis object

2. **Which stage is the product currently in?** - Confirm the development stage (planning/development/operation)

3. **What are the main problems and challenges facing the current product?** - Diagnose core issues

4. **What is the purpose of doing competitive analysis?** - Determine analysis intent (decision support/learning reference/market early warning)

5. **What are the specific goals of competitive analysis?** - Set measurable goals

6. **What is the output deliverable?** - Clarify expected deliverables

**Why is goal clarity so important?**

| Goal Clarity | Analysis Effect | Resource Efficiency | Decision Value |

|-------------|----------------|---------------------|----------------|

| **Clear Goal** | Precise analysis, hitting the key points | Efficient use of resources | Sufficient decision basis |

| **Ambiguous Goal** | General analysis, unclear focus | Partial resource waste | Limited decision reference |

| **Missing Goal** | Disorganized analysis, wrong direction | Significant resource waste | Low decision value |

**Quick Start Suggestions**

1. **For simple needs**: Directly ask the 6 key questions

2. **For complex projects**: Use `goal-clarification-template.md` for systematic sorting

3. **For team collaboration**: Organize goal alignment meetings to reach consensus

**Remember:** The time spent on goal clarification will be doubled in subsequent analysis.

Knowledge System Architecture

Tao (Philosophy)
├── Know yourself and know your enemy
├── Co-opetition mindset
└── Right intention, taking advantage, clear approach, excellent techniques, united people, practice

Fa (Process)
└── 6-step competitive analysis

Shu (Methods)
├── Comparison method, matrix analysis, competitive tracking matrix
├── Function decomposition, demand exploration
├── PEST analysis, Porter's Five Forces model
├── SWOT analysis
└── Add-subtract-multiply-divide

Qi (Tools)
├── Lean Canvas
├── Competitive Canvas
└── Strategy Canvas

Li (Cases)
└── Complete case analysis

Jian (Practice)
└── Practice session

6-Step Competitive Analysis (Core Process)

Step 1: Clarify Goals - Start with the end in mind (Most critical step)

**Core concept:** Start with the end in mind, goal-driven. Without a clear goal, competitive analysis will lose direction and become meaningless information stacking.

#### **Interactive Goal Clarification Process**

**When users request competitive analysis, if the following information is not clear, you must first ask:**

**1. Analysis Object Clarification**

  • **Key question:** For which product/service/feature is the competitive analysis being done?
  • **Follow-up points:**
  • - Product name and version

    - If it's a new idea, please describe the core concept

    - Who is the target user group?

    **2. Development Stage Confirmation**

  • **Key question:** Which stage is the product currently in?
  • **Option explanations:**
  • - **Planning stage:** The product is still in the concept stage, need to verify market feasibility

    - **Development stage:** The product is being developed, need design references and function借鉴

    - **Operation stage:** The product has been launched, need optimization and competitive strategy

    **3. Problem Diagnosis**

  • **Key question:** What are the main problems and challenges facing the current product?
  • **Question directions:**
  • - User growth issues? Retention issues? Payment conversion issues?

    - Market competition pressure? Technical bottlenecks? Resource constraints?

    - Brand awareness? User experience issues?

    **4. Analysis Purpose Determination**

  • **Key question:** What is the purpose of doing competitive analysis?
  • **Purpose types:**
  • - **Decision support:** Provide basis for product decisions (market entry, feature priority, investment decisions, etc.)

    - **Learning reference:** Learn from competitors' advantages, avoid pitfalls (function design, user experience, operation strategy, etc.)

    - **Market early warning:** Monitor market changes, warn of competitive threats (new competitors, policy changes, technical trends, etc.)

    **5. Specific Goal Setting**

  • **Key question:** What are the specific goals of competitive analysis?
  • **Goal examples:**
  • - "Find product differentiated positioning, increase market share by 5%"

    - "Optimize core function experience, reduce user churn rate by 10%"

    - "Evaluate market entry feasibility, develop product roadmap"

    - "Learn from competitor operation strategies, improve user activity"

    **6. Output Deliverable Clarification**

  • **Key question:** What is the expected output deliverable?
  • **Deliverable types:**
  • - Complete competitive analysis report

    - Key findings summary (1-2 pages)

    - Function comparison matrix

    - Strategic recommendation list

    - Implementation roadmap

    #### **Importance of Goal Clarity**

    **How goals affect subsequent analysis:**

    | Analysis Goal | Competitor Selection Focus | Analysis Dimension Focus | Tool Selection |

    |--------------|---------------------------|-------------------------|---------------|

    | **Market entry decision** | Market leaders + potential competitors | Market size + competitive landscape + business model | Porter's Five Forces + Lean Canvas |

    | **Function design reference** | Excellent products with similar functions | Function details + user experience + technical implementation | Function decomposition + user experience evaluation |

    | **Competitive strategy formulation** | Direct competitors | Advantage/disadvantage comparison + user feedback | SWOT analysis + Strategy Canvas |

    | **Learning reference** | Industry benchmarks + innovators | Best practices + innovation points | Case study + model analysis |

    #### **Common Mistakes to Avoid**

    ❌ **Mistake:** Skip goal clarification, start analysis directly

    ✅ **Correct:** Spend 30% of time clarifying goals to ensure correct analysis direction

    ❌ **Mistake:** Goals are too broad (e.g., "understand the market")

    ✅ **Correct:** Goals are specific and measurable (e.g., "find 3 differentiated opportunity points")

    ❌ **Mistake:** Do not distinguish analysis purposes, use the same method

    ✅ **Correct:** Customize analysis methods and depth based on purpose

    #### **Goal Clarity Checklist**

    Before starting analysis, confirm the following issues are clear:

  • [ ] Analysis object is clear and specific
  • [ ] Development stage has been confirmed
  • [ ] Core issues have been identified
  • [ ] Analysis purpose has been determined
  • [ ] Specific goals are measurable
  • [ ] Output deliverables are expected
  • **Tool:** First part of Competitive Canvas + Goal Clarification Template (see templates/)

    Step 2: Select Competitors - Careful Selection

    **Competitor classification:**

  • Brand competitors: Same product form and target user group, different brands
  • Category competitors: Different product forms, similar target user groups
  • Substitutes: Different products that meet the same needs
  • Reference products: Products worth learning from
  • **Selection principles:**

    1. Initial selection: Preliminary selection based on analysis purpose

    2. Refined selection: Focus on 3 or so key competitors for in-depth analysis

    3. Dynamic adjustment: Regular review, pay attention to market changes

    **Tool:** Second part of Competitive Canvas

    Step 3: Determine Analysis Dimensions - Multi-dimensional Perspective

    **Product perspective (factors affecting product success):**

    1. Function

    2. User experience design

    3. Team background

    4. Technology

    5. Market promotion

    6. Strategic positioning

    7. User situation

    8. Profit model

    9. Layout planning

    **User perspective ($APPEALS framework):**

    1. $-Price

    2. A-Availability

    3. P-Packaging

    4. P-Performance

    5. E-Easy to Use

    6. A-Assurances

    7. L-Life Cycle of Cost

    8. S-Social Acceptance

    **Selection principles:**

  • Select based on competitive analysis goals
  • Adjust focus based on product type
  • Focus based on key success factors
  • **Tool:** Third part of Competitive Canvas

    Step 4: Collect Competitor Information - Comprehensive Collection

    **Information source classification:**

    1. **Competitor official public information**

    - Official website, official Weibo, official account

    - Media reports, CEO interviews

    - Product downloads, documents, FAQ, user forums

    - Product launch events, exhibitions

    - Company financial reports, recruitment advertisements

    2. **Third-party channels**

    - Industry media, industry associations

    - Industry summits, trade shows

    - Internal company channels (sales, marketing, operations, etc.)

    - Third-party evaluation agencies, databases

    - Search engines, patent agencies

    3. **First-hand information**

    - Personal experience

    - On-site inspection

    - User interviews, questionnaires

    - Reverse engineering (within legal scope)

    **Information rating standards:**

  • Level A: Completely reliable, authoritative source
  • Level B: Usually reliable, occasional errors
  • Level C: Not very reliable, needs verification
  • Level D: Unreliable, for reference only
  • Level E: Cannot evaluate reliability
  • **Tool:** Fourth part of Competitive Canvas

    Step 5: Information Organization and Analysis - Detailed Analysis

    **Analysis method toolbox:**

    1. **Comparison method**

    - Check comparison method (function comparison)

    - Rating comparison method (user experience evaluation)

    - Description comparison method (detailed comparison)

    2. **Matrix analysis method**

    - Two-dimensional matrix analysis of product positioning

    - Discover market gap opportunities

    3. **Competitive tracking matrix**

    - Track competitor historical versions

    - Predict competitor next moves

    4. **Function decomposition**

    - Decompose by menu navigation

    - Decompose by usage process

    - Decompose by interactive operation

    5. **Demand exploration (5Why analysis)**

    - Solution-level demand → Problem-level demand → Human nature-level demand

    - Explore the real needs behind functions

    6. **PEST analysis (macro environment)**

    - Politics

    - Economy

    - Society

    - Technology

    7. **Porter's Five Forces model (industry environment)**

    - Industry competitors

    - Threat of potential entrants

    - Threat of substitutes

    - Bargaining power of suppliers

    - Bargaining power of buyers

    8. **SWOT analysis**

    - Strengths

    - Weaknesses

    - Opportunities

    - Threats

    **Analysis framework: Sky·Rain·Umbrella**

  • Sky = Facts (current situation)
  • Rain = Explanation (interpretation of the situation)
  • Umbrella = Action (conclusions drawn from the explanation)
  • **Tool:** Fifth to eighth parts of Competitive Canvas

    Step 6: Summary Report - Value-driven

    **Competitive strategy types:**

    1. **SWOT-based competitive strategy**

    - SO strategy: Leverage strengths, seize opportunities (growth type)

    - WO strategy: Utilize opportunities, overcome weaknesses (turnaround type)

    - ST strategy: Leverage strengths, avoid threats (diversification type)

    - WT strategy: Reduce weaknesses, avoid threats (defensive type)

    2. **Porter's competitive strategy**

    - Focus strategy

    - Cost leadership strategy

    - Differentiation strategy

    3. **"Copy-Surpass-Profit" methodology**

    - Copy: Learn and reference

    - Surpass: Surpass and innovate

    - Profit: Commercial success

    4. **Judo strategy (small companies dealing with giants)**

    - Movement principle: Avoid direct conflict

    - Balance principle: Utilize opponent's scale

    - Leverage principle: Turn opponent's advantage into disadvantage

    5. **Disruptive innovation**

    - New market disruption

    - Low-end disruption

    **Report structure:**

    1. Executive summary

    2. Market overview

    3. In-depth competitor analysis

    4. Comparative analysis

    5. Strategic recommendations

    **Tool:** Ninth part of Competitive Canvas

    Three Core Tools

    1. Lean Canvas (Business Model Analysis)

    **9 modules:**

    1. Problem

    2. Customer segments

    3. Unique value proposition

    4. Solution

    5. Channels

    6. Key metrics

    7. Competitive barriers

    8. Cost analysis

    9. Revenue analysis

    **Function:** Establish product global view, analyze business model

    2. Competitive Canvas (Competitive Analysis Template)

    **9 parts:**

    1. Competitive analysis goals

    2. Select competitors

    3. Determine analysis dimensions

    4. Collect competitor information

    5. Strengths

    6. Weaknesses

    7. Opportunities

    8. Threats

    9. Summary and recommendations

    **Function:** Quick start for beginners, low-cost idea validation

    3. Strategy Canvas (Differentiation Innovation)

    **Usage steps:**

    1. List main competitive elements

    2. Draw competitor value curves

    3. Apply "add-subtract-multiply-divide"

    4. Draw differentiated value curves

    **Add-subtract-multiply-divide:**

  • Add: Add new elements
  • Subtract: Reduce unnecessary elements
  • Multiply: Innovatively enhance
  • Divide: Remove redundant elements
  • **Function:** Product differentiation innovation, find blue ocean market

    Network Engineering Special Perspective

    For network engineering related products, additional attention to:

    Technical dimensions

  • **Architecture analysis:** Distributed, cloud-native, microservices
  • **Performance indicators:** Latency, throughput, availability, SLA
  • **Security:** Encryption, authentication, access control, compliance
  • **Integration capability:** API design, SDK quality, ecosystem
  • **Operation and maintenance support:** Monitoring alerts, automation, document quality
  • Market dimensions

  • **Technical trends:** SDN/NFV, 5G, edge computing, zero trust
  • **Standard compatibility:** Industry standards, protocol support, interoperability
  • **Customer types:** Operators, enterprises, government, cloud service providers
  • **Procurement process:** Bidding, POC testing, technical evaluation
  • Execution Guide

    Quick Start Template

    # Competitive Analysis Quick Start
    
    1. Fill in Competitive Canvas (30 minutes)
       - Clarify analysis goals
       - Select 3 key competitors
       - Determine core analysis dimensions
    
    2. Information collection (2-4 hours)
       - Official information collection
       - Personal product experience
       - User feedback research
    
    3. Preliminary analysis (2 hours)
       - Function comparison table
       - Preliminary SWOT analysis
       - Key findings summary
    
    4. In-depth analysis (as needed)
       - Lean Canvas analysis
       - Strategy Canvas differentiation
       - Complete report writing

    Common Mistakes to Avoid

    1. ❌ Only analyze functions, ignore business model

    2. ❌ Subjective bias, only collect favorable information

    3. ❌ Information listing, lack of in-depth analysis

    4. ❌ Vague recommendations, lack of operability

    5. ❌ Static analysis, ignore dynamic changes

    6. ❌ Homogeneous analysis, lack of differentiated perspective

    Success Keys

    1. ✅ Start with the end in mind, clear goals

    2. ✅ Multi-dimensional perspective, comprehensive analysis

    3. ✅ Deep excavation, explore needs

    4. ✅ Dynamic tracking, continuous update

    5. ✅ Value-driven, actionable recommendations

    6. ✅ Team collaboration, consensus building

    Output Templates

    Competitive Analysis Report Structure

    1. Executive Summary
       - Analysis purpose and scope
       - Key findings
       - Key recommendations
    
    2. Market Overview
       - Market size and growth
       - Market segmentation
       - Main player landscape
    
    3. In-depth Competitor Analysis
       - Competitor A: Business model + product analysis
       - Competitor B: Business model + product analysis
       - Competitor C: Business model + product analysis
    
    4. Comparative Analysis
       - Function comparison matrix
       - User experience rating
       - Business model comparison
       - Comprehensive SWOT analysis
    
    5. Strategic Recommendations
       - Differentiated positioning suggestions
       - Competitive strategy selection
       - Product roadmap suggestions
       - Risks and countermeasures
    
    Appendix:
    - Raw data tables
    - Detailed function decomposition
    - User research questionnaire
    - Reference list

    Skill Usage Scenarios

    When to use this skill

    1. **Product planning stage:** Market entry decision, product positioning

    2. **Product design stage:** Function design reference, user experience optimization

    3. **Market competition stage:** Competitive strategy formulation, differentiated positioning

    4. **Learning and improvement stage:** Industry research, product sense cultivation

    5. **Investment decision stage:** Project evaluation, due diligence

    Suitable for

  • Product managers, product planning personnel
  • Marketing managers, operation personnel
  • Entrepreneurs, investors
  • Strategic planning personnel
  • Relevant personnel who need to do competitive analysis
  • Practical Exercises

    Practice session

    1. **Select your product:** Select a product you are familiar with or working on

    2. **Fill in Competitive Canvas:** Complete filling according to 6 steps

    3. **Apply analysis tools:** Use at least 3 analysis methods

    4. **Output analysis report:** Write a complete competitive analysis report

    5. **Team discussion:** Communicate with colleagues and get feedback

    Continuous improvement

    1. **Regular review:** Update competitive analysis quarterly

    2. **Dynamic tracking:** Establish competitive tracking matrix

    3. **Method iteration:** Optimize analysis methods based on practice

    4. **Knowledge precipitation:** Establish competitive analysis knowledge base

    ---

    **Remember:** Competitive analysis is not a one-time task, but a continuous process. Through systematic methodology and tools, turn competitive analysis into the core competitiveness of the product.

    **Data source:** Zhang Zaiwang "Effective Competitive Analysis: Essential Methodology for Good Products", China Machine Press.

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