competitive analysis

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name: competitor-analysis-zhangzaiwang description: A systematic competitive analysis skill based on Zhang Zaiwang's "Effective Competitive Analysis" methodology. Provides a complete competitive analysis framework, tools, and templates to help users conduct professional competitor research. metadata: openclaw: emoji: "📊" category: "business-analysis" author: "Zhang Zaiwang" capers@qq.com book: "Effective Competitive Analysis: The Methodology Every Great Product Team Needs" version: "1.0.0"

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Competitive Analysis Skill (Zhang Zaiwang Methodology)

A systematic competitive analysis framework based on Zhang Zaiwang's *Effective Competitive Analysis*, providing a complete set of analysis methods, tools, and templates.

Core Philosophy

1. Know yourself, know your rivals - Competitive analysis is the foundation of product strategy 2. Co-opetition mindset - A new perspective where competition and collaboration coexist 3. Right intention → seize momentum → understand the path → master methods → unite people → take action - A complete analytical philosophy 4. 6-Step Competitive Analysis Process - A systematic operational workflow

🎯 How to Use This Skill

Key Principle: Begin with the End in Mind, Goal-Driven

Before using this skill, you must first clarify the analysis objective. Without a clear goal, competitive analysis loses direction and becomes a meaningless pile of data.

Interactive Startup Flow

When a user requests a competitive analysis, if any of the following key pieces of information are unclear, you must ask the user first:

#### 6 Key Questions (Starting Point for Any Analysis):

1. Which product is being analyzed? - Define the subject of analysis 2. What stage is the product currently at? - Confirm the development phase (Concept / Build / Launch) 3. What are the main problems and challenges the product faces? - Diagnose the core issue 4. What is the purpose of this competitive analysis? - Determine the intent (decision support / learning & benchmarking / market monitoring) 5. What are the specific goals of this analysis? - Set measurable objectives 6. What is the expected deliverable? - Clarify the output format

Why Clarity of Goals Matters

| Level of Clarity | Analysis Quality | Resource Efficiency | Decision Value | | ---------------- | ---------------- | ------------------- | -------------- | | Clear goals | Precise, on target | Resources used efficiently | Strong basis for decisions | | Vague goals | Unfocused, missing key points | Partial waste of resources | Limited decision value | | No goals | Scattered, wrong direction | Heavy waste of resources | Low decision value |

Quick Start Recommendations

1. For simple requests: Ask the 6 key questions directly 2. For complex projects: Use the goal-clarification-template.md for systematic scoping 3. For team collaboration: Run a goal-alignment meeting to reach consensus

Remember: Time invested in clarifying goals will pay back double during analysis.

Knowledge Architecture

Dao (Philosophy)
├── Know yourself, know your rivals
├── Co-opetition mindset
└── Right intention → momentum → path → methods → people → action
Fa (Process)
└── 6-Step Competitive Analysis Process
Shu (Methods)
├── Comparative analysis, matrix analysis, competitor tracking matrix
├── Feature decomposition, needs exploration
├── PEST analysis, Porter's Five Forces
├── SWOT analysis
└── Add / Remove / Multiply / Eliminate (strategic canvas)
Qi (Tools)
├── Lean Canvas
├── Competitor Canvas
└── Strategy Canvas
Li (Case Studies)
└── Full worked examples
Jian (Practice)
└── Hands-on exercises

6-Step Competitive Analysis Process (Core Workflow)

Step 1: Clarify Goals — Begin with the End in Mind (Most Critical Step)

Core idea: Start from the desired outcome and work backwards. Without clear goals, analysis becomes aimless data collection.

#### Interactive Goal Clarification Flow

When a user requests a competitive analysis, if the following is unclear, ask first (you may offer common options for the user to choose from):

1. Define the Subject

Key question: Which product / service / feature is being analyzed?

Follow-up probes:

- Product name and version - If it's a new idea, describe the core concept - Who is the target user group?

2. Confirm Development Stage

Key question: What stage is the product currently at?

Options:

- Concept stage (Ideation): Product is still conceptual; need to validate market viability - Build stage (Development): Product is under development; need design references and feature benchmarks - Launch stage (Operations): Product is live; need optimization and competitive strategy

3. Diagnose the Problem

Key question: What are the main problems and challenges the product currently faces?

Probe directions:

- User growth? Retention? Paid conversion? - Competitive pressure? Technical bottlenecks? Resource constraints? - Brand awareness? User experience issues?

4. Determine the Analysis Purpose

Key question: What is the purpose of this competitive analysis?

Purpose types:

- Decision support: Inform product decisions (market entry, feature prioritization, investment decisions, etc.) - Learning & benchmarking: Learn from competitors' strengths, avoid common pitfalls (feature design, UX, growth strategy, etc.) - Market monitoring: Track market shifts, flag competitive threats (new entrants, policy changes, tech trends, etc.)

5. Set Specific Goals

Key question: What are the specific, measurable goals of this analysis?

Goal examples:

- "Identify a differentiated positioning to grow market share by 5%" - "Optimize core feature experience to reduce churn by 10%" - "Assess market entry feasibility and define a product roadmap" - "Learn from competitor growth strategies to improve user engagement"

6. Define Expected Output

Key question: What deliverable do you expect?

Output types:

- Full competitive analysis report - Key findings summary (1–2 pages) - Feature comparison matrix - Strategic recommendations list - Implementation roadmap

#### How Goals Shape the Rest of the Analysis

| Analysis Goal | Competitor Selection Focus | Key Analysis Dimensions | Recommended Tools | | ------------- | ------------------------- | ----------------------- | ----------------- | | Market entry decision | Market leaders + emerging players | Market size, competitive landscape, business model | Porter's Five Forces + Lean Canvas | | Feature design reference | Functionally similar, best-in-class products | Feature details, UX, technical implementation | Feature decomposition + UX evaluation | | Competitive strategy | Direct competitors | Strengths/weaknesses comparison, user feedback | SWOT + Strategy Canvas | | Benchmarking & learning | Industry leaders + innovators | Best practices, innovation highlights | Case studies + pattern analysis |

#### Common Mistakes to Avoid

❌ Wrong: Skip goal clarification and jump straight into analysis ✅ Right: Spend 30% of the time clarifying goals to ensure the right direction

❌ Wrong: Vague goals (e.g., "understand the market") ✅ Right: Specific, measurable goals (e.g., "identify 3 differentiation opportunities")

❌ Wrong: Apply the same methodology regardless of purpose ✅ Right: Tailor the analysis depth and methods to the specific goal

#### Goal Clarification Checklist

Before starting the analysis, confirm all of the following:

[ ] Subject of analysis is clearly defined

[ ] Development stage is confirmed

[ ] Core problems are identified

[ ] Analysis purpose is determined

[ ] Specific goals are measurable

[ ] Expected output is agreed upon

Tools: Competitor Canvas Part 1 + Goal Clarification Template (see templates/)

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Step 2: Select Competitors — Choose Wisely

Competitor Classification:

Brand competitors: Same product form and target user group, different brand

Category competitors: Different product form, similar target user group

Substitutes: Different products that satisfy the same underlying need

Reference products: Products worth learning from and benchmarking against

Selection Principles:

1. Long-list: Generate a broad initial list based on analysis purpose 2. Short-list: Focus on ~3 key competitors for deep-dive analysis 3. Dynamic review: Revisit the list regularly as the market evolves

Tools: Competitor Canvas Part 2

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Step 3: Define Analysis Dimensions — Multi-Angle Perspective

Product Perspective (Factors that determine product success):

1. Features & functionality 2. User experience & design 3. Team background 4. Technology 5. Marketing & growth 6. Strategic positioning 7. User base 8. Revenue model 9. Future roadmap & expansion plans

User Perspective ($APPEALS Framework):

1. $ — Price 2. A — Availability 3. P — Packaging 4. P — Performance 5. E — Ease of Use 6. A — Assurances 7. L — Life Cycle of Cost 8. S — Social Acceptance

Selection Principles:

Choose dimensions based on your analysis goals — do not chase comprehensiveness for its own sake

Adjust emphasis based on product type

Focus on key success factors (KSF)

Tools: Competitor Canvas Part 3

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Step 4: Gather Competitor Intelligence — Cast a Wide Net

Information Source Categories:

1. Competitor's own public materials - Official website, social media, official blog - Press coverage, CEO interviews - Product downloads, documentation, FAQ, user forums - Product launches, exhibitions, trade shows - Financial reports, job postings

2. Third-party channels - Industry media, trade associations - Industry summits, exhibitions - Internal channels (sales, marketing, operations) - Third-party review sites, databases - Search engines, patent offices

3. Primary research - Hands-on product testing - Field research - User interviews, surveys - Reverse engineering (within legal limits)

Information Reliability Rating:

A-grade: Fully reliable, authoritative source

B-grade: Generally reliable, occasional inaccuracies

C-grade: Somewhat unreliable, requires verification

D-grade: Unreliable, reference only

E-grade: Reliability cannot be assessed

Tools: Competitor Canvas Part 4

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Step 5: Analyze & Synthesize — Unravel the Threads

Analysis Methods Toolkit:

1. Comparative Analysis - Checklist comparison (feature parity) - Scoring comparison (UX evaluation) - Descriptive comparison (detailed narrative)

2. Matrix Analysis - 2×2 matrix to map product positioning - Identify white-space opportunities in the market

3. Competitor Tracking Matrix - Track competitor version history - Anticipate competitors' next moves

4. Feature Decomposition - Decompose by navigation menu - Decompose by user workflow - Decompose by interaction patterns

5. Needs Exploration (5 Whys) - Solution-level need → Problem-level need → Human-level need - Surface the real user need behind any feature

6. PEST Analysis (Macro Environment) - Politics - Economy - Society - Technology

7. Porter's Five Forces (Industry Environment) - Rivalry among existing competitors - Threat of new entrants - Threat of substitutes - Bargaining power of suppliers - Bargaining power of buyers

8. SWOT Analysis - Strengths - Weaknesses - Opportunities - Threats

Tools: Competitor Canvas Parts 5–8

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Step 6: Report & Recommend — Value-Driven Output

Competitive Strategy Types:

1. SWOT-Based Strategies - SO Strategy: Leverage strengths to seize opportunities (Growth) - WO Strategy: Use opportunities to overcome weaknesses (Turnaround) - ST Strategy: Use strengths to counter threats (Diversification) - WT Strategy: Minimize weaknesses and avoid threats (Defensive)

2. Porter's Generic Strategies - Focus strategy - Cost leadership strategy - Differentiation strategy

3. "Copy → Surpass → Cash" Methodology - Copy: Learn and borrow from the best - Surpass: Innovate beyond what you copied - Cash: Convert innovation into commercial success

4. Judo Strategy (For smaller players competing with giants) - Movement principle: Avoid direct confrontation - Balance principle: Use the opponent's scale against them - Leverage principle: Turn the opponent's strengths into weaknesses

5. Disruptive Innovation - New-market disruption - Low-end disruption

Report Structure:

1. Executive Summary 2. Analysis Goals & Product Overview 3. Competitor Selection & Classification 4. Deep-Dive Competitor Profiles 5. Multi-Dimensional Comparative Analysis 6. SWOT Analysis 7. Strategy Canvas & Differentiation 8. Porter's Five Forces Analysis 9. Lean Canvas 10. Strategic Recommendations & Roadmap 11. Competitor Canvas Summary

Tools: Competitor Canvas Part 9

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Three Core Tools

1. Lean Canvas (Business Model Analysis)

9 Building Blocks:

1. Problem 2. Customer Segments 3. Unique Value Proposition 4. Solution 5. Channels 6. Key Metrics 7. Unfair Advantage 8. Cost Structure 9. Revenue Streams

Purpose: Build a holistic product view and analyze the business model

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2. Competitor Canvas (Competitive Analysis Template)

9 Sections:

1. Analysis Goals 2. Competitor Selection 3. Analysis Dimensions 4. Information Gathering 5. Strengths 6. Weaknesses 7. Opportunities 8. Threats 9. Summary & Recommendations

Purpose: Helps newcomers get up to speed quickly and test hypotheses at low cost

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3. Strategy Canvas (Differentiation & Innovation)

Steps:

1. List the main competing factors 2. Plot the value curves of key competitors 3. Apply the "Add / Remove / Multiply / Eliminate" framework 4. Plot your differentiated value curve

Add / Remove / Multiply / Eliminate:

Add: Introduce new elements the industry has never offered

Remove: Eliminate elements the industry takes for granted

Multiply: Raise certain elements well above the industry standard

Eliminate: Remove elements that are costly but add little value

Purpose: Drive product differentiation and find blue-ocean opportunities

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Common Mistakes to Avoid

1. ❌ Analyzing only features while ignoring the business model 2. ❌ Confirmation bias — only collecting information that confirms your view 3. ❌ Listing information without deep analysis 4. ❌ Vague, non-actionable recommendations 5. ❌ Static analysis that ignores how the market evolves 6. ❌ Cookie-cutter analysis lacking a differentiated perspective

Keys to Success

1. ✅ Begin with the end in mind — clarify goals first 2. ✅ Multi-dimensional perspective — analyze comprehensively 3. ✅ Go deep — explore the real needs behind features 4. ✅ Dynamic tracking — continuously update your intelligence 5. ✅ Value-driven — deliver actionable, grounded recommendations 6. ✅ Team alignment — build shared understanding

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Output Template

Competitive Analysis Report Structure

Cover Page
Table of Contents
1. Executive Summary
   - Key conclusions (3–4 key finding cards)
   - Market landscape overview
   - Summary of functional strengths / technical gaps / market opportunities
2. Analysis Goals & Product Overview
   - 2.1 Product Positioning (product name, stage, core tech stack, target users, unique value)
   - 2.2 Product Feature Landscape (layered architecture: engine / AI / management / data / ops)
   - 2.3 Six Key Questions (subject / stage / core challenges / purpose / specific goals / expected output)
3. Competitor Selection & Classification
   - Competitor classification table (direct / indirect / industry benchmarks, with company names and selection rationale)
   - Key competitors for deep-dive (3–5 selected, with reasons for inclusion)
4. Deep-Dive Competitor Profiles
   - Profile cards for each competitor (company background / product positioning / core technology / deployment model / pricing model / core strengths / core weaknesses)
5. Multi-Dimensional Comparative Analysis
   (Note: sub-sections below are illustrative; actual dimensions should be driven by analysis goals)
   - 5.1 Feature Comparison Matrix (star ratings ★★★★★, with your product column highlighted)
   - 5.2 Technical Architecture Comparison (PBX engine / AI engine / deployment / SLA, etc.)
   - 5.3 Market Positioning Map (price level × customer scale 2×2 matrix)
   - 5.4 Target Customer Segment Comparison (customer profiles / company size / industry focus / average contract value)
   - 5.5 Pricing Strategy Comparison (pricing model / price range / minimum commitment)
6. SWOT Analysis
   - Strengths / Weaknesses / Opportunities / Threats
   - SWOT Strategy Matrix (SO Growth / WO Turnaround / ST Diversification / WT Defensive — 3 strategies per quadrant)
7. Strategy Canvas & Differentiation
   - "Add / Remove / Multiply / Eliminate" differentiation strategy (each element includes competing factor + specific action)
8. Porter's Five Forces Analysis
   - Rivalry among existing competitors (threat level rating + analysis)
   - Threat of new entrants (threat level rating + analysis)
   - Threat of substitutes (threat level rating + analysis)
   - Bargaining power of suppliers (threat level rating + analysis)
   - Bargaining power of buyers (threat level rating + analysis)
9. Lean Canvas
   - Problem / Customer Segments (early adopters + core users) / Unique Value Proposition
   - Solution / Channels / Key Metrics
   - Unfair Advantage / Cost Structure / Revenue Streams
10. Strategic Recommendations & Roadmap
    - 10.1 Overall competitive strategy (Porter's Focus / Differentiation / Cost Leadership + Judo Strategy)
    - 10.2 Phased roadmap (Near-term 0–6 mo / Mid-term 6–18 mo / Long-term 18–36 mo, with P0/P1/P2 priorities)
    - 10.3 Differentiated marketing strategy (messaging and core value proposition vs. each key competitor)
    - 10.4 Key Success Factors (KSF) (benchmark cases / core tech moats / entry barriers / ecosystem partnerships)
11. Competitor Canvas Summary
    - Summary table across 9 dimensions: analysis goals / competitor selection / analysis dimensions / core strengths / key weaknesses / market opportunities / competitive threats / strategic choices / development path
Appendix:
Raw data tables
Detailed feature breakdown
User research questionnaire
Reference list

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When to Use This Skill

Recommended Use Cases

1. Product planning: Market entry decisions, product positioning 2. Product design: Feature design reference, UX optimization 3. Competitive strategy: Strategy formulation, differentiated positioning 4. Learning & development: Industry research, sharpening product intuition 5. Investment decisions: Project evaluation, due diligence

Who This Is For

Product managers and product strategists

Marketing managers and growth professionals

Entrepreneurs and investors

Corporate strategy and planning teams

Anyone who needs to conduct a rigorous competitive analysis