competitive analysis
/install effective-competitive-analysis
\r \r
Competitive Analysis Skill (Zhang Zaiwang Methodology)\r
\r A systematic competitive analysis framework based on Zhang Zaiwang's Effective Competitive Analysis, providing a complete set of analysis methods, tools, and templates.\r \r
Core Philosophy\r
\r
- Know yourself, know your rivals - Competitive analysis is the foundation of product strategy\r
- Co-opetition mindset - A new perspective where competition and collaboration coexist\r
- Right intention → seize momentum → understand the path → master methods → unite people → take action - A complete analytical philosophy\r
- 6-Step Competitive Analysis Process - A systematic operational workflow\r \r
🎯 How to Use This Skill\r
\r
Key Principle: Begin with the End in Mind, Goal-Driven\r
\r 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.\r \r
Interactive Startup Flow\r
\r When a user requests a competitive analysis, if any of the following key pieces of information are unclear, you must ask the user first:\r \r
6 Key Questions (Starting Point for Any Analysis):\r
\r
- Which product is being analyzed? - Define the subject of analysis\r
- What stage is the product currently at? - Confirm the development phase (Concept / Build / Launch)\r
- What are the main problems and challenges the product faces? - Diagnose the core issue\r
- What is the purpose of this competitive analysis? - Determine the intent (decision support / learning & benchmarking / market monitoring)\r
- What are the specific goals of this analysis? - Set measurable objectives\r
- What is the expected deliverable? - Clarify the output format\r \r
Why Clarity of Goals Matters\r
\r | Level of Clarity | Analysis Quality | Resource Efficiency | Decision Value |\r | ---------------- | ---------------- | ------------------- | -------------- |\r | Clear goals | Precise, on target | Resources used efficiently | Strong basis for decisions |\r | Vague goals | Unfocused, missing key points | Partial waste of resources | Limited decision value |\r | No goals | Scattered, wrong direction | Heavy waste of resources | Low decision value |\r \r
Quick Start Recommendations\r
\r
- For simple requests: Ask the 6 key questions directly\r
- For complex projects: Use the
goal-clarification-template.mdfor systematic scoping\r - For team collaboration: Run a goal-alignment meeting to reach consensus\r \r Remember: Time invested in clarifying goals will pay back double during analysis.\r \r
Knowledge Architecture\r
\r
Dao (Philosophy)\r
├── Know yourself, know your rivals\r
├── Co-opetition mindset\r
└── Right intention → momentum → path → methods → people → action\r
\r
Fa (Process)\r
└── 6-Step Competitive Analysis Process\r
\r
Shu (Methods)\r
├── Comparative analysis, matrix analysis, competitor tracking matrix\r
├── Feature decomposition, needs exploration\r
├── PEST analysis, Porter's Five Forces\r
├── SWOT analysis\r
└── Add / Remove / Multiply / Eliminate (strategic canvas)\r
\r
Qi (Tools)\r
├── Lean Canvas\r
├── Competitor Canvas\r
└── Strategy Canvas\r
\r
Li (Case Studies)\r
└── Full worked examples\r
\r
Jian (Practice)\r
└── Hands-on exercises\r
```\r
\r
## 6-Step Competitive Analysis Process (Core Workflow)\r
\r
### Step 1: Clarify Goals — Begin with the End in Mind (Most Critical Step)\r
\r
**Core idea:** Start from the desired outcome and work backwards. Without clear goals, analysis becomes aimless data collection.\r
\r
#### **Interactive Goal Clarification Flow**\r
\r
**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):**\r
\r
**1. Define the Subject**\r
\r
- **Key question:** Which product / service / feature is being analyzed?\r
- **Follow-up probes:**\r
- Product name and version\r
- If it's a new idea, describe the core concept\r
- Who is the target user group?\r
\r
**2. Confirm Development Stage**\r
\r
- **Key question:** What stage is the product currently at?\r
- **Options:**\r
- **Concept stage (Ideation):** Product is still conceptual; need to validate market viability\r
- **Build stage (Development):** Product is under development; need design references and feature benchmarks\r
- **Launch stage (Operations):** Product is live; need optimization and competitive strategy\r
\r
**3. Diagnose the Problem**\r
\r
- **Key question:** What are the main problems and challenges the product currently faces?\r
- **Probe directions:**\r
- User growth? Retention? Paid conversion?\r
- Competitive pressure? Technical bottlenecks? Resource constraints?\r
- Brand awareness? User experience issues?\r
\r
**4. Determine the Analysis Purpose**\r
\r
- **Key question:** What is the purpose of this competitive analysis?\r
- **Purpose types:**\r
- **Decision support:** Inform product decisions (market entry, feature prioritization, investment decisions, etc.)\r
- **Learning & benchmarking:** Learn from competitors' strengths, avoid common pitfalls (feature design, UX, growth strategy, etc.)\r
- **Market monitoring:** Track market shifts, flag competitive threats (new entrants, policy changes, tech trends, etc.)\r
\r
**5. Set Specific Goals**\r
\r
- **Key question:** What are the specific, measurable goals of this analysis?\r
- **Goal examples:**\r
- "Identify a differentiated positioning to grow market share by 5%"\r
- "Optimize core feature experience to reduce churn by 10%"\r
- "Assess market entry feasibility and define a product roadmap"\r
- "Learn from competitor growth strategies to improve user engagement"\r
\r
**6. Define Expected Output**\r
\r
- **Key question:** What deliverable do you expect?\r
- **Output types:**\r
- Full competitive analysis report\r
- Key findings summary (1–2 pages)\r
- Feature comparison matrix\r
- Strategic recommendations list\r
- Implementation roadmap\r
\r
#### **How Goals Shape the Rest of the Analysis**\r
\r
| Analysis Goal | Competitor Selection Focus | Key Analysis Dimensions | Recommended Tools |\r
| ------------- | ------------------------- | ----------------------- | ----------------- |\r
| **Market entry decision** | Market leaders + emerging players | Market size, competitive landscape, business model | Porter's Five Forces + Lean Canvas |\r
| **Feature design reference** | Functionally similar, best-in-class products | Feature details, UX, technical implementation | Feature decomposition + UX evaluation |\r
| **Competitive strategy** | Direct competitors | Strengths/weaknesses comparison, user feedback | SWOT + Strategy Canvas |\r
| **Benchmarking & learning** | Industry leaders + innovators | Best practices, innovation highlights | Case studies + pattern analysis |\r
\r
#### **Common Mistakes to Avoid**\r
\r
❌ **Wrong:** Skip goal clarification and jump straight into analysis \r
✅ **Right:** Spend 30% of the time clarifying goals to ensure the right direction\r
\r
❌ **Wrong:** Vague goals (e.g., "understand the market") \r
✅ **Right:** Specific, measurable goals (e.g., "identify 3 differentiation opportunities")\r
\r
❌ **Wrong:** Apply the same methodology regardless of purpose \r
✅ **Right:** Tailor the analysis depth and methods to the specific goal\r
\r
#### **Goal Clarification Checklist**\r
\r
Before starting the analysis, confirm all of the following:\r
\r
- [ ] Subject of analysis is clearly defined\r
- [ ] Development stage is confirmed\r
- [ ] Core problems are identified\r
- [ ] Analysis purpose is determined\r
- [ ] Specific goals are measurable\r
- [ ] Expected output is agreed upon\r
\r
**Tools:** Competitor Canvas Part 1 + Goal Clarification Template (see `templates/`)\r
\r
---\r
\r
### Step 2: Select Competitors — Choose Wisely\r
\r
**Competitor Classification:**\r
\r
- **Brand competitors:** Same product form and target user group, different brand\r
- **Category competitors:** Different product form, similar target user group\r
- **Substitutes:** Different products that satisfy the same underlying need\r
- **Reference products:** Products worth learning from and benchmarking against\r
\r
**Selection Principles:**\r
\r
1. Long-list: Generate a broad initial list based on analysis purpose\r
2. Short-list: Focus on ~3 key competitors for deep-dive analysis\r
3. Dynamic review: Revisit the list regularly as the market evolves\r
\r
**Tools:** Competitor Canvas Part 2\r
\r
---\r
\r
### Step 3: Define Analysis Dimensions — Multi-Angle Perspective\r
\r
**Product Perspective (Factors that determine product success):**\r
\r
1. Features & functionality\r
2. User experience & design\r
3. Team background\r
4. Technology\r
5. Marketing & growth\r
6. Strategic positioning\r
7. User base\r
8. Revenue model\r
9. Future roadmap & expansion plans\r
\r
**User Perspective ($APPEALS Framework):**\r
\r
1. $ — Price\r
2. A — Availability\r
3. P — Packaging\r
4. P — Performance\r
5. E — Ease of Use\r
6. A — Assurances\r
7. L — Life Cycle of Cost\r
8. S — Social Acceptance\r
\r
**Selection Principles:**\r
\r
- Choose dimensions based on your analysis goals — do not chase comprehensiveness for its own sake\r
- Adjust emphasis based on product type\r
- Focus on key success factors (KSF)\r
\r
**Tools:** Competitor Canvas Part 3\r
\r
---\r
\r
### Step 4: Gather Competitor Intelligence — Cast a Wide Net\r
\r
**Information Source Categories:**\r
\r
1. **Competitor's own public materials**\r
- Official website, social media, official blog\r
- Press coverage, CEO interviews\r
- Product downloads, documentation, FAQ, user forums\r
- Product launches, exhibitions, trade shows\r
- Financial reports, job postings\r
\r
2. **Third-party channels**\r
- Industry media, trade associations\r
- Industry summits, exhibitions\r
- Internal channels (sales, marketing, operations)\r
- Third-party review sites, databases\r
- Search engines, patent offices\r
\r
3. **Primary research**\r
- Hands-on product testing\r
- Field research\r
- User interviews, surveys\r
- Reverse engineering (within legal limits)\r
\r
**Information Reliability Rating:**\r
\r
- **A-grade:** Fully reliable, authoritative source\r
- **B-grade:** Generally reliable, occasional inaccuracies\r
- **C-grade:** Somewhat unreliable, requires verification\r
- **D-grade:** Unreliable, reference only\r
- **E-grade:** Reliability cannot be assessed\r
\r
**Tools:** Competitor Canvas Part 4\r
\r
---\r
\r
### Step 5: Analyze & Synthesize — Unravel the Threads\r
\r
**Analysis Methods Toolkit:**\r
\r
1. **Comparative Analysis**\r
- Checklist comparison (feature parity)\r
- Scoring comparison (UX evaluation)\r
- Descriptive comparison (detailed narrative)\r
\r
2. **Matrix Analysis**\r
- 2×2 matrix to map product positioning\r
- Identify white-space opportunities in the market\r
\r
3. **Competitor Tracking Matrix**\r
- Track competitor version history\r
- Anticipate competitors' next moves\r
\r
4. **Feature Decomposition**\r
- Decompose by navigation menu\r
- Decompose by user workflow\r
- Decompose by interaction patterns\r
\r
5. **Needs Exploration (5 Whys)**\r
- Solution-level need → Problem-level need → Human-level need\r
- Surface the real user need behind any feature\r
\r
6. **PEST Analysis (Macro Environment)**\r
- Politics\r
- Economy\r
- Society\r
- Technology\r
\r
7. **Porter's Five Forces (Industry Environment)**\r
- Rivalry among existing competitors\r
- Threat of new entrants\r
- Threat of substitutes\r
- Bargaining power of suppliers\r
- Bargaining power of buyers\r
\r
8. **SWOT Analysis**\r
- Strengths\r
- Weaknesses\r
- Opportunities\r
- Threats\r
\r
**Tools:** Competitor Canvas Parts 5–8\r
\r
---\r
\r
### Step 6: Report & Recommend — Value-Driven Output\r
\r
**Competitive Strategy Types:**\r
\r
1. **SWOT-Based Strategies**\r
- SO Strategy: Leverage strengths to seize opportunities (Growth)\r
- WO Strategy: Use opportunities to overcome weaknesses (Turnaround)\r
- ST Strategy: Use strengths to counter threats (Diversification)\r
- WT Strategy: Minimize weaknesses and avoid threats (Defensive)\r
\r
2. **Porter's Generic Strategies**\r
- Focus strategy\r
- Cost leadership strategy\r
- Differentiation strategy\r
\r
3. **"Copy → Surpass → Cash" Methodology**\r
- Copy: Learn and borrow from the best\r
- Surpass: Innovate beyond what you copied\r
- Cash: Convert innovation into commercial success\r
\r
4. **Judo Strategy (For smaller players competing with giants)**\r
- Movement principle: Avoid direct confrontation\r
- Balance principle: Use the opponent's scale against them\r
- Leverage principle: Turn the opponent's strengths into weaknesses\r
\r
5. **Disruptive Innovation**\r
- New-market disruption\r
- Low-end disruption\r
\r
**Report Structure:**\r
\r
1. Executive Summary\r
2. Analysis Goals & Product Overview\r
3. Competitor Selection & Classification\r
4. Deep-Dive Competitor Profiles\r
5. Multi-Dimensional Comparative Analysis\r
6. SWOT Analysis\r
7. Strategy Canvas & Differentiation\r
8. Porter's Five Forces Analysis\r
9. Lean Canvas\r
10. Strategic Recommendations & Roadmap\r
11. Competitor Canvas Summary\r
\r
**Tools:** Competitor Canvas Part 9\r
\r
---\r
\r
## Three Core Tools\r
\r
### 1. Lean Canvas (Business Model Analysis)\r
\r
**9 Building Blocks:**\r
\r
1. Problem\r
2. Customer Segments\r
3. Unique Value Proposition\r
4. Solution\r
5. Channels\r
6. Key Metrics\r
7. Unfair Advantage\r
8. Cost Structure\r
9. Revenue Streams\r
\r
**Purpose:** Build a holistic product view and analyze the business model\r
\r
---\r
\r
### 2. Competitor Canvas (Competitive Analysis Template)\r
\r
**9 Sections:**\r
\r
1. Analysis Goals\r
2. Competitor Selection\r
3. Analysis Dimensions\r
4. Information Gathering\r
5. Strengths\r
6. Weaknesses\r
7. Opportunities\r
8. Threats\r
9. Summary & Recommendations\r
\r
**Purpose:** Helps newcomers get up to speed quickly and test hypotheses at low cost\r
\r
---\r
\r
### 3. Strategy Canvas (Differentiation & Innovation)\r
\r
**Steps:**\r
\r
1. List the main competing factors\r
2. Plot the value curves of key competitors\r
3. Apply the "Add / Remove / Multiply / Eliminate" framework\r
4. Plot your differentiated value curve\r
\r
**Add / Remove / Multiply / Eliminate:**\r
\r
- **Add:** Introduce new elements the industry has never offered\r
- **Remove:** Eliminate elements the industry takes for granted\r
- **Multiply:** Raise certain elements well above the industry standard\r
- **Eliminate:** Remove elements that are costly but add little value\r
\r
**Purpose:** Drive product differentiation and find blue-ocean opportunities\r
\r
---\r
\r
## Common Mistakes to Avoid\r
\r
1. ❌ Analyzing only features while ignoring the business model\r
2. ❌ Confirmation bias — only collecting information that confirms your view\r
3. ❌ Listing information without deep analysis\r
4. ❌ Vague, non-actionable recommendations\r
5. ❌ Static analysis that ignores how the market evolves\r
6. ❌ Cookie-cutter analysis lacking a differentiated perspective\r
\r
## Keys to Success\r
\r
1. ✅ Begin with the end in mind — clarify goals first\r
2. ✅ Multi-dimensional perspective — analyze comprehensively\r
3. ✅ Go deep — explore the real needs behind features\r
4. ✅ Dynamic tracking — continuously update your intelligence\r
5. ✅ Value-driven — deliver actionable, grounded recommendations\r
6. ✅ Team alignment — build shared understanding\r
\r
---\r
\r
## Output Template\r
\r
### Competitive Analysis Report Structure\r
\r
```\r
Cover Page\r
Table of Contents\r
\r
1. Executive Summary\r
- Key conclusions (3–4 key finding cards)\r
- Market landscape overview\r
- Summary of functional strengths / technical gaps / market opportunities\r
\r
2. Analysis Goals & Product Overview\r
- 2.1 Product Positioning (product name, stage, core tech stack, target users, unique value)\r
- 2.2 Product Feature Landscape (layered architecture: engine / AI / management / data / ops)\r
- 2.3 Six Key Questions (subject / stage / core challenges / purpose / specific goals / expected output)\r
\r
3. Competitor Selection & Classification\r
- Competitor classification table (direct / indirect / industry benchmarks, with company names and selection rationale)\r
- Key competitors for deep-dive (3–5 selected, with reasons for inclusion)\r
\r
4. Deep-Dive Competitor Profiles\r
- Profile cards for each competitor (company background / product positioning / core technology / deployment model / pricing model / core strengths / core weaknesses)\r
\r
5. Multi-Dimensional Comparative Analysis\r
(Note: sub-sections below are illustrative; actual dimensions should be driven by analysis goals)\r
- 5.1 Feature Comparison Matrix (star ratings ★★★★★, with your product column highlighted)\r
- 5.2 Technical Architecture Comparison (PBX engine / AI engine / deployment / SLA, etc.)\r
- 5.3 Market Positioning Map (price level × customer scale 2×2 matrix)\r
- 5.4 Target Customer Segment Comparison (customer profiles / company size / industry focus / average contract value)\r
- 5.5 Pricing Strategy Comparison (pricing model / price range / minimum commitment)\r
\r
6. SWOT Analysis\r
- Strengths / Weaknesses / Opportunities / Threats\r
- SWOT Strategy Matrix (SO Growth / WO Turnaround / ST Diversification / WT Defensive — 3 strategies per quadrant)\r
\r
7. Strategy Canvas & Differentiation\r
- "Add / Remove / Multiply / Eliminate" differentiation strategy (each element includes competing factor + specific action)\r
\r
8. Porter's Five Forces Analysis\r
- Rivalry among existing competitors (threat level rating + analysis)\r
- Threat of new entrants (threat level rating + analysis)\r
- Threat of substitutes (threat level rating + analysis)\r
- Bargaining power of suppliers (threat level rating + analysis)\r
- Bargaining power of buyers (threat level rating + analysis)\r
\r
9. Lean Canvas\r
- Problem / Customer Segments (early adopters + core users) / Unique Value Proposition\r
- Solution / Channels / Key Metrics\r
- Unfair Advantage / Cost Structure / Revenue Streams\r
\r
10. Strategic Recommendations & Roadmap\r
- 10.1 Overall competitive strategy (Porter's Focus / Differentiation / Cost Leadership + Judo Strategy)\r
- 10.2 Phased roadmap (Near-term 0–6 mo / Mid-term 6–18 mo / Long-term 18–36 mo, with P0/P1/P2 priorities)\r
- 10.3 Differentiated marketing strategy (messaging and core value proposition vs. each key competitor)\r
- 10.4 Key Success Factors (KSF) (benchmark cases / core tech moats / entry barriers / ecosystem partnerships)\r
\r
11. Competitor Canvas Summary\r
- Summary table across 9 dimensions: analysis goals / competitor selection / analysis dimensions / core strengths / key weaknesses / market opportunities / competitive threats / strategic choices / development path\r
\r
Appendix:\r
- Raw data tables\r
- Detailed feature breakdown\r
- User research questionnaire\r
- Reference list\r
```\r
\r
---\r
\r
## When to Use This Skill\r
\r
### Recommended Use Cases\r
\r
1. **Product planning:** Market entry decisions, product positioning\r
2. **Product design:** Feature design reference, UX optimization\r
3. **Competitive strategy:** Strategy formulation, differentiated positioning\r
4. **Learning & development:** Industry research, sharpening product intuition\r
5. **Investment decisions:** Project evaluation, due diligence\r
\r
### Who This Is For\r
\r
- Product managers and product strategists\r
- Marketing managers and growth professionals\r
- Entrepreneurs and investors\r
- Corporate strategy and planning teams\r
- Anyone who needs to conduct a rigorous competitive analysis\r
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install effective-competitive-analysis - 安装完成后,直接呼叫该 Skill 的名称或使用
/effective-competitive-analysis触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
competitive analysis 是什么?
Provides a systematic competitive analysis framework based on Zhang Zaiwang's methodology, guiding goal-driven, structured market and product competitor eval... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 580 次。
如何安装 competitive analysis?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install effective-competitive-analysis」即可一键安装,无需额外配置。
competitive analysis 是免费的吗?
是的,competitive analysis 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
competitive analysis 支持哪些平台?
competitive analysis 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 competitive analysis?
由 caperszhang(@caperszhang)开发并维护,当前版本 v1.0.1。