{"id":"264dc39c-2472-4416-a1be-0c252adceb65","entityType":"agent","slug":"clawhub-goldath-market-research-pro","name":"Market Research Report Generator","canonicalUrl":"https://www.xpersona.co/agent/clawhub-goldath-market-research-pro","canonicalPath":"/agent/clawhub-goldath-market-research-pro","generatedAt":"2026-10-11T23:08:18.200Z","source":"CLAWHUB","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-10-11T19:22:12.003Z","emptyReason":null},"description":"Use this skill when you need to generate structured market research reports, competitive landscape analysis, industry trend summaries, or TAM/SAM/SOM sizing... Skill: Market Research Report Generator Owner: goldath Summary: Use this skill when you need to generate structured market research reports, competitive landscape analysis, industry trend summaries, or TAM/SAM/SOM sizing... Tags: latest:1.0.0 Version history: v1.0.0 | 2026-05-03T10:36:06.493Z | user Initial release Archive index: Archive v1.0.0: 6 files, 8949 bytes Files: references/competitive-analysis-framework.md","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. 1K downloads reported by the source. Last updated 10/11/2026.","installCommand":"clawhub skill install s17e6v9yg2k22f0k2rpxdss36s84cabh:market-research-pro","sourceUrl":"https://clawhub.ai/goldath/market-research-pro","homepage":"https://clawhub.ai/goldath/skills/market-research-pro","primaryLinks":[{"label":"View on ClawHub","url":"https://clawhub.ai/goldath/market-research-pro","kind":"source"},{"label":"Homepage","url":"https://clawhub.ai/goldath/skills/market-research-pro","kind":"homepage"}],"safetyScore":84,"overallRank":62,"popularityScore":60,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"Use this skill when you need to generate structured market research reports, competitive landscape analysis, industry trend summaries, or TAM/SAM/SOM sizing... "},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-10-11T19:22:12.003Z","emptyReason":null},"protocols":[{"protocol":"OPENCLEW","label":"OpenClaw","status":"self-declared","notes":"Declared in the public agent profile."}],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":1,"capabilityMatrix":{"rows":[{"key":"OPENCLEW","type":"protocol","support":"unknown","confidenceSource":"profile","notes":"Listed on profile"}],"flattenedTokens":"protocol:OPENCLEW|unknown|profile"}},"adoption":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-11T19:22:12.003Z","emptyReason":null},"stars":null,"forks":null,"downloads":1004,"likes":null,"task":null,"library":null,"packageName":null,"latestVersion":"1.0.0","tractionLabel":"1K downloads"},"release":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"medium","updatedAt":"2026-10-11T19:22:11.934Z","emptyReason":null},"lastUpdatedAt":"2026-10-11T19:22:12.003Z","lastCrawledAt":"2026-10-11T19:22:11.934Z","lastIndexedAt":null,"nextCrawlAt":"2026-10-12T19:22:11.934Z","lastVerifiedAt":null,"highlights":[{"version":"1.0.0","createdAt":"2026-05-03T10:36:06.493Z","changelog":"Initial release","fileCount":6,"zipByteSize":8949}]},"execution":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"clawhub skill install s17e6v9yg2k22f0k2rpxdss36s84cabh:market-research-pro","setupComplexity":"low","setupSteps":["Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-goldath-market-research-pro/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-goldath-market-research-pro/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-goldath-market-research-pro/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-goldath-market-research-pro/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-goldath-market-research-pro/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/clawhub-goldath-market-research-pro/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":["OPENCLEW"]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"CLAWHUB","generatedAt":"2026-10-11T23:08:18.199Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/clawhub-goldath-market-research-pro/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/clawhub-goldath-market-research-pro/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/clawhub-goldath-market-research-pro/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/clawhub-goldath-market-research-pro/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"CLAWHUB","verified":false,"confidence":"high","updatedAt":"2026-10-11T19:22:12.003Z","emptyReason":null},"readme":"Skill: Market Research Report Generator\n\nOwner: goldath\n\nSummary: Use this skill when you need to generate structured market research reports, competitive landscape analysis, industry trend summaries, or TAM/SAM/SOM sizing...\n\nTags: latest:1.0.0\n\nVersion history:\n\nv1.0.0 | 2026-05-03T10:36:06.493Z | user\n\nInitial release\n\nArchive index:\n\nArchive v1.0.0: 6 files, 8949 bytes\n\nFiles: references/competitive-analysis-framework.md (3538b), references/market-sizing-templates.md (2954b), references/report-templates.md (3497b), skill-card.md (2135b), SKILL.md (3685b), _meta.json (138b)\n\nFile v1.0.0:SKILL.md\n\n---\nname: market-research\ndescription: >\n  Use this skill when you need to generate structured market research reports,\n  competitive landscape analysis, industry trend summaries, or TAM/SAM/SOM\n  sizing for a product, business, or investment decision. Activates on requests\n  like \"research the X market\", \"give me a market overview of Y\", or\n  \"what's the market size for Z\".\n---\n\n# Market Research Report Generator\n\nA systematic workflow for producing professional market research reports with\nactionable insights, grounded in structured frameworks.\n\n## When to Use\n- Evaluating a new product/business opportunity\n- Preparing investor pitch market slides\n- Conducting industry landscape analysis\n- Sizing addressable market for a segment\n- Tracking emerging trends in a sector\n\n## Core Workflow\n\n### Step 1 — Define Research Scope\nClarify with the user:\n- **Target market**: geography, industry vertical, customer segment\n- **Report depth**: executive summary vs. full report\n- **Time horizon**: current state, 3-year, 5-year outlook\n- **Key questions**: market size? competitors? customer pain points? trends?\n\n### Step 2 — Market Sizing (TAM / SAM / SOM)\nUse **top-down** or **bottom-up** approach:\n\n**Top-down**:\n```\nTAM = Total industry revenue (cite source + year)\nSAM = TAM × addressable segment %\nSOM = SAM × realistic capture % (Year 1–3)\n```\n\n**Bottom-up**:\n```\nSOM = Target customers × Average deal size × Conversion rate\nSAM = SOM / Estimated market share\nTAM = SAM / Serviceable segment ratio\n```\n\nAlways cite data sources (Statista, IBISWorld, Gartner, CB Insights, etc.)\n\n### Step 3 — Industry Structure Analysis\nApply **Porter's Five Forces**:\n| Force | Level (L/M/H) | Key Factors |\n|---|---|---|\n| Competitive rivalry | | |\n| Supplier power | | |\n| Buyer power | | |\n| Threat of new entrants | | |\n| Threat of substitutes | | |\n\n### Step 4 — Trend Analysis (PESTEL)\nScan macro environment:\n- **P**olitical: regulations, trade policy, subsidies\n- **E**conomic: GDP growth, inflation, consumer spending\n- **S**ocial: demographics, behavioral shifts, cultural trends\n- **T**echnological: disruptive tech, R&D investment, adoption curves\n- **E**nvironmental: sustainability pressure, ESG regulations\n- **L**egal: IP landscape, compliance requirements, labor laws\n\n### Step 5 — Customer Segmentation\nIdentify 2–4 primary customer segments:\n```\nSegment A: [Name]\n  - Size: ~X users / companies\n  - Key pain points: ...\n  - Willingness to pay: $X–$Y / month\n  - Acquisition channels: ...\n```\n\n### Step 6 — Competitive Landscape\nBuild a comparison matrix:\n```\n| Player | Founded | Funding | Positioning | Strengths | Weaknesses |\n|--------|---------|---------|-------------|-----------|------------|\n| Co A   |         |         |             |           |            |\n| Co B   |         |         |             |           |            |\n```\nIdentify market gaps and whitespace opportunities.\n\n### Step 7 — Synthesis & Recommendations\nConclude with:\n1. **Market attractiveness score** (1–10) with rationale\n2. **Top 3 opportunities** ranked by impact × feasibility\n3. **Top 3 risks** with mitigation strategies\n4. **Recommended next steps** (validation experiments, partnerships, etc.)\n\n## Output Format\nDefault to a structured markdown report with:\n- Executive Summary (≤ 200 words)\n- Market Sizing section\n- Industry Analysis section\n- Competitive Landscape section\n- Opportunities & Risks\n- Appendix (data sources)\n\n## Quality Standards\n- Always cite data sources with year\n- Distinguish between verified data and informed estimates\n- Flag assumptions explicitly: `[ASSUMPTION: ...]`\n- Use ranges rather than false precision for estimates\n\nFile v1.0.0:_meta.json\n\n{\n  \"ownerId\": \"kn753sxg7hag86tcm2dtgzyhns84chhv\",\n  \"slug\": \"market-research-pro\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1777804566493\n}\n\nFile v1.0.0:references/competitive-analysis-framework.md\n\n# Competitive Analysis Framework\n\n## Part 1: Competitor Discovery\n\n### Where to Find Competitors\n- **G2 / Capterra**: category pages for SaaS\n- **Product Hunt**: recent launches in your space\n- **App Store / Google Play**: search category keywords\n- **Crunchbase**: filter by industry + funding stage\n- **LinkedIn**: company search by keyword + employee count\n- **SEO tools** (Ahrefs/SEMrush): who ranks for your target keywords\n\n### Competitor Classification\n```\nTier 1 – Direct competitors: same product, same customer, same problem\nTier 2 – Indirect competitors: different product, overlapping use case\nTier 3 – Substitutes: alternative approaches (e.g., Excel instead of analytics tool)\n```\n\n---\n\n## Part 2: Competitive Intelligence Grid\n\n### 8-Dimension Comparison Matrix\n\n| Dimension | Your Product | Competitor A | Competitor B | Competitor C |\n|-----------|-------------|--------------|--------------|--------------|\n| Core use case | | | | |\n| Target customer | | | | |\n| Pricing model | | | | |\n| Price range | | | | |\n| Key features | | | | |\n| Integration ecosystem | | | | |\n| Distribution channel | | | | |\n| NPS / reviews (G2) | | | | |\n\n### Feature Heatmap (✅ = strong, ⚠️ = partial, ❌ = missing)\n\n| Feature | Your Product | A | B | C |\n|---------|-------------|---|---|---|\n| Feature 1 | | | | |\n| Feature 2 | | | | |\n| Feature 3 | | | | |\n| Feature 4 | | | | |\n\n---\n\n## Part 3: Positioning Analysis\n\n### Perceptual Map (2×2)\nChoose two axes that matter to your customers:\n- Price (low ↔ high)\n- Ease of use (simple ↔ complex)\n- Target market (SMB ↔ Enterprise)\n- Feature depth (basic ↔ advanced)\n\nPlot competitors to find whitespace.\n\n### Value Proposition Deconstruction\nFor each key competitor, extract:\n```\nHeadline claim: \"...\"\nPrimary benefit: ...\nTarget persona: ...\nProof points: (case studies, metrics, logos)\nUnique differentiator: ...\n```\n\n---\n\n## Part 4: SWOT Summary Template\n\n```\n## Competitor: [Name]\nFounded: | HQ: | Funding: | Employees:\n\nSTRENGTHS:\n- \n- \n\nWEAKNESSES:\n- \n- \n\nOPPORTUNITIES (for us):\n- \n- \n\nTHREATS (they pose to us):\n- \n- \n```\n\n---\n\n## Part 5: Win/Loss Pattern Analysis\n\nWhen you have access to sales data or customer interviews:\n\n### Win Patterns\n- What do customers say when they choose you over X?\n- Which features are cited most in wins?\n- Which customer segments do you win most?\n\n### Loss Patterns\n- What are the top reasons for losing deals?\n- Which competitors do you lose to most?\n- Is it price, features, brand, or relationships?\n\n### Displacement Opportunities\n```\nCompetitor X weaknesses → Your attack surface:\n- Weakness: poor mobile experience\n  → Our response: highlight mobile-first design\n- Weakness: complex onboarding (avg 3 weeks)\n  → Our response: \"Live in 24 hours\" campaign\n```\n\n---\n\n## Part 6: Monitoring Competitors Ongoing\n\n### Free Monitoring Stack\n- **Google Alerts**: set for competitor name + \"pricing\", \"new feature\"\n- **LinkedIn**: follow competitor company pages\n- **ProductHunt**: subscribe to their profile\n- **G2 / Trustpilot**: monitor new reviews weekly\n- **Job postings**: hiring signals reveal product roadmap bets\n- **Twitter/X**: follow founders, track mentions\n\n### Signal Interpretation\n| Signal | What It Might Mean |\n|--------|-------------------|\n| Hiring ML engineers | Building AI features |\n| Opening enterprise sales roles | Moving upmarket |\n| Cutting prices 20%+ | Growth slowdown / new competition |\n| Partnership announcement | Expanding distribution |\n| Acquiring small startup | Filling feature gap |\n\nFile v1.0.0:references/market-sizing-templates.md\n\n# Market Sizing Templates & Examples\n\n## Template 1: SaaS B2B Market Sizing\n\n### Top-Down Example (Project Management SaaS)\n```\nGlobal Project Management Software Market (2024): $6.8B (Source: Grand View Research)\n→ TAM: $6.8B (all PM software buyers worldwide)\n\nServiceable segment: SMB (10–500 employees) in tech + professional services\n→ SAM: $6.8B × 35% = $2.38B\n\nRealistic capture in 3 years (new entrant):\n→ SOM: $2.38B × 0.5% = $11.9M ARR target\n```\n\n### Bottom-Up Example\n```\nTarget customers: 50,000 SMB tech companies in US + EU\nAverage contract value: $2,400/year ($200/mo × 10 seats avg)\nYear 1 conversion rate: 0.3%\n\nSOM (Year 1) = 50,000 × $2,400 × 0.3% = $360,000 ARR\nSOM (Year 3) = 50,000 × $2,400 × 2.0% = $2.4M ARR\n```\n\n---\n\n## Template 2: Consumer App Market Sizing\n\n### Example: Fitness App in Southeast Asia\n```\nSEA internet users (2024): ~480M (Source: DataReportal)\nSmartphone penetration: ~72% → 346M smartphone users\nHealth & fitness app interest: ~18% → 62M potential users (TAM)\n\nTarget: urban millennials (25–40) in SG/MY/TH/ID tier-1 cities\n→ SAM: 62M × 15% = 9.3M users\n\nFreemium conversion rate: 8%, ARPU: $36/year\n→ SAM (revenue): 9.3M × 8% × $36 = $26.8M\n\nYear 1 realistic capture: 0.5% of SAM users\n→ SOM: 46,500 users, $1.7M revenue\n```\n\n---\n\n## Template 3: Market Growth Projection\n\n### CAGR Projection Table\n```\nBase Year Revenue: $X\nCAGR: Y%\n\nYear 1: X × (1 + Y%)\nYear 2: X × (1 + Y%)²\nYear 3: X × (1 + Y%)³\nYear 5: X × (1 + Y%)⁵\n```\n\n### Growth Driver Scoring\nRate each driver 1–5 for impact:\n| Growth Driver | Score | Evidence |\n|---------------|-------|----------|\n| Regulatory tailwind | /5 | |\n| Technology adoption | /5 | |\n| Demographic shift | /5 | |\n| Price decline curve | /5 | |\n| Network effects | /5 | |\n\n---\n\n## Key Data Sources by Category\n\n### Free Sources\n- **Statista**: industry statistics, market size charts\n- **World Bank Open Data**: macro economic indicators\n- **Google Trends**: search interest over time\n- **PitchBook/Crunchbase**: funding rounds, company data\n- **SEC EDGAR**: public company filings (revenue, segments)\n- **CB Insights**: tech industry research\n- **Our World in Data**: demographic, economic datasets\n\n### Industry-Specific Sources\n- **Healthcare**: WHO, CMS, IQVIA\n- **Finance**: Bloomberg, S&P Global\n- **Retail/CPG**: Nielsen, Euromonitor\n- **Tech**: Gartner, IDC, Forrester\n- **Startup ecosystem**: AngelList, Dealroom, PitchBook\n\n---\n\n## Common Sizing Mistakes to Avoid\n\n1. **Confusing TAM with SAM**: Don't claim you'll capture the entire global market\n2. **No source citations**: Always attribute market size figures\n3. **Hockey stick projections**: Growth must be tied to specific catalysts\n4. **Ignoring churn**: For SaaS, net revenue retention matters as much as new ARR\n5. **Single-point estimates**: Use ranges (e.g., \"$8–12B by 2027\")\n6. **Stale data**: Markets change fast — use data ≤ 2 years old when possible\n\nFile v1.0.0:references/report-templates.md\n\n# Market Research Report Templates\n\n## Template A: Executive Summary (1-Pager)\n\n```markdown\n# [Market Name] Market Research — Executive Summary\n**Date**: | **Prepared by**: | **Scope**: [Geography, Segment]\n\n## Market Snapshot\n- Market size (current): $X (Source, Year)\n- Growth rate (CAGR): X% (20XX–20XX)\n- Key drivers: [1], [2], [3]\n- Key risks: [1], [2]\n\n## Opportunity Assessment\n- TAM: $X | SAM: $X | SOM (Year 3): $X\n- Whitespace: [describe the gap]\n- Recommended entry point: [segment / use case]\n\n## Competitive Summary\n- Market leaders: [Co A (est. X% share)], [Co B], [Co C]\n- Notable challengers: [Co D], [Co E]\n- Differentiation opportunity: [brief description]\n\n## Verdict\n[2–3 sentences on whether to pursue, with key conditions]\n```\n\n---\n\n## Template B: Full Market Report Structure\n\n```markdown\n# [Market Name] Market Research Report\n\n## 1. Executive Summary\n[200 words max — market size, key opportunity, recommendation]\n\n## 2. Market Overview\n### 2.1 Definition & Scope\n### 2.2 Market Size & Growth\n- Current market value: $X (Source)\n- Projected value by 20XX: $X (CAGR: X%)\n- [Include TAM/SAM/SOM table]\n\n## 3. Market Segmentation\n### 3.1 By Customer Type\n### 3.2 By Geography\n### 3.3 By Use Case / Vertical\n\n## 4. Industry Dynamics\n### 4.1 Key Growth Drivers\n### 4.2 Market Challenges & Barriers\n### 4.3 Porter's Five Forces Summary\n\n## 5. Macro Environment (PESTEL Highlights)\n[Focus on top 3 most impactful factors]\n\n## 6. Customer Analysis\n### 6.1 Primary Segments & Pain Points\n### 6.2 Buying Process & Decision Criteria\n### 6.3 Willingness to Pay\n\n## 7. Competitive Landscape\n### 7.1 Market Map\n### 7.2 Top Competitors (profiles)\n### 7.3 Positioning Map\n### 7.4 Whitespace Analysis\n\n## 8. Trends & Future Outlook\n[3–5 key trends with 2–3 year horizon]\n\n## 9. Opportunities & Risks\n| # | Opportunity | Impact | Feasibility |\n|---|-------------|--------|-------------|\n| 1 | | H/M/L | H/M/L |\n| 2 | | | |\n\n| # | Risk | Likelihood | Impact | Mitigation |\n|---|------|-----------|--------|-----------|\n| 1 | | H/M/L | H/M/L | |\n\n## 10. Recommendations\n1. [Action 1] — Priority: High\n2. [Action 2] — Priority: Medium\n3. [Action 3] — Priority: Medium\n\n## Appendix: Data Sources\n| # | Source | URL | Accessed |\n|---|--------|-----|----------|\n| 1 | | | |\n```\n\n---\n\n## Template C: Investor-Ready Market Slide (Pitch Deck)\n\nUse for slide decks — distill to 5 key numbers:\n\n```\nSlide title: \"$X Billion Market Growing at X% CAGR\"\n\n① Total Addressable Market (TAM): $XB\n   Source: [Research firm, Year]\n\n② Serviceable Addressable Market (SAM): $XB\n   [Our target segment description]\n\n③ Serviceable Obtainable Market (SOM): $XM by Year 3\n   [Based on X% market share, Y conversion rate]\n\n④ Market Tailwind: [1 sentence on macro driver]\n   Example: \"Remote work adoption driving 2x demand for async tools\"\n\n⑤ Why Now: [1 sentence on timing catalyst]\n   Example: \"New regulation effective Jan 2026 creates mandatory compliance need\"\n```\n\n---\n\n## Checklist: Before Submitting Research\n\n- [ ] All market size figures have sources + year\n- [ ] Assumptions are clearly labeled [ASSUMPTION]\n- [ ] TAM/SAM/SOM are logically consistent\n- [ ] Competitive landscape includes ≥ 3 direct competitors\n- [ ] PESTEL covers at least 3 relevant dimensions\n- [ ] Customer segments have estimated sizes\n- [ ] Report includes at least 3 actionable recommendations\n- [ ] Data is ≤ 2 years old (or noted as older)\n- [ ] Executive summary can stand alone (≤ 200 words)\n\nFile v1.0.0:skill-card.md\n\n## Description:\n\nGenerates structured market research reports, competitive landscape analysis, industry trend summaries, and TAM/SAM/SOM sizing for product, business, or investment decisions.\n\nThis skill is ready for commercial/non-commercial use.\n\n## Publisher:\n\n[goldath](https://clawhub.ai/user/goldath)\n\n### License/Terms of Use:\n\nMIT-0\n\n## Use Case:\n\nExternal users, business analysts, founders, and investors use this skill to scope markets, size opportunities, compare competitors, and draft report-ready recommendations for product, business, or investment decisions.\n\n### Deployment Geography for Use:\n\nGlobal\n\n## Known Risks and Mitigations:\n\nRisk: Generated market research may include outdated, weakly sourced, or assumption-heavy market-size estimates.\n\nMitigation: Verify cited data sources, source years, sizing assumptions, and calculations before relying on the report for business or investment decisions.\n\nRisk: Users may treat generated analysis as authoritative financial or strategic advice.\n\nMitigation: Use the output as analysis support and review conclusions with qualified domain, finance, or strategy stakeholders before acting.\n\n## Reference(s):\n\n- [Competitive Analysis Framework](references/competitive-analysis-framework.md)\n- [Market Sizing Templates & Examples](references/market-sizing-templates.md)\n- [Market Research Report Templates](references/report-templates.md)\n\n## Skill Output:\n\n**Output Type(s):** [Text, Markdown, Analysis, Guidance]\n\n**Output Format:** [Structured Markdown report with tables, cited assumptions, market sizing, competitive analysis, opportunities, risks, and recommendations.]\n\n**Output Parameters:** [1D]\n\n**Other Properties Related to Output:** [Market size figures should include source and year; assumptions should be clearly flagged.]\n\n## Skill Version(s):\n\n1.0.0 (source: ClawHub release metadata)\n\n## Ethical Considerations:\n\nUsers should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.","readmeExcerpt":"Skill: Market Research Report Generator Owner: goldath Summary: Use this skill when you need to generate structured market research reports, competitive landscape analysis, industry trend summaries, or TAM/SAM/SOM sizing... Tags: latest:1.0.0 Version history: v1.0.0 | 2026-05-03T10:36:06.493Z | user Initial release Archive index: Archive v1.0.0: 6 files, 8949 bytes Files: references/competitive-analysis-framework.md ","codeSnippets":[],"executableExamples":[{"language":"text","snippet":"TAM = Total industry revenue (cite source + year)\nSAM = TAM × addressable segment %\nSOM = SAM × realistic capture % (Year 1–3)"},{"language":"text","snippet":"SOM = Target customers × Average deal size × Conversion rate\nSAM = SOM / Estimated market share\nTAM = SAM / Serviceable segment ratio"},{"language":"text","snippet":"Segment A: [Name]\n  - Size: ~X users / companies\n  - Key pain points: ...\n  - Willingness to pay: $X–$Y / month\n  - Acquisition channels: ..."},{"language":"text","snippet":"| Player | Founded | Funding | Positioning | Strengths | Weaknesses |\n|--------|---------|---------|-------------|-----------|------------|\n| Co A   |         |         |             |           |            |\n| Co B   |         |         |             |           |            |"},{"language":"text","snippet":"Tier 1 – Direct competitors: same product, same customer, same problem\nTier 2 – Indirect competitors: different product, overlapping use case\nTier 3 – Substitutes: alternative approaches (e.g., Excel instead of analytics tool)"},{"language":"text","snippet":"Headline claim: \"...\"\nPrimary benefit: ...\nTarget persona: ...\nProof points: (case studies, metrics, logos)\nUnique differentiator: ..."}],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[{"path":"SKILL.md","content":"---\nname: market-research\ndescription: >\n  Use this skill when you need to generate structured market research reports,\n  competitive landscape analysis, industry trend summaries, or TAM/SAM/SOM\n  sizing for a product, business, or investment decision. Activates on requests\n  like \"research the X market\", \"give me a market overview of Y\", or\n  \"what's the market size for Z\".\n---\n\n# Market Research Report Generator\n\nA systematic workflow for producing professional market research reports with\nactionable insights, grounded in structured frameworks.\n\n## When to Use\n- Evaluating a new product/business opportunity\n- Preparing investor pitch market slides\n- Conducting industry landscape analysis\n- Sizing addressable market for a segment\n- Tracking emerging trends in a sector\n\n## Core Workflow\n\n### Step 1 — Define Research Scope\nClarify with the user:\n- **Target market**: geography, industry vertical, customer segment\n- **Report depth**: executive summary vs. full report\n- **Time horizon**: current state, 3-year, 5-year outlook\n- **Key questions**: market size? competitors? customer pain points? trends?\n\n### Step 2 — Market Sizing (TAM / SAM / SOM)\nUse **top-down** or **bottom-up** approach:\n\n**Top-down**:\n```\nTAM = Total industry revenue (cite source + year)\nSAM = TAM × addressable segment %\nSOM = SAM × realistic capture % (Year 1–3)\n```\n\n**Bottom-up**:\n```\nSOM = Target customers × Average deal size × Conversion rate\nSAM = SOM / Estimated market share\nTAM = SAM / Serviceable segment ratio\n```\n\nAlways cite data sources (Statista, IBISWorld, Gartner, CB Insights, etc.)\n\n### Step 3 — Industry Structure Analysis\nApply **Porter's Five Forces**:\n| Force | Level (L/M/H) | Key Factors |\n|---|---|---|\n| Competitive rivalry | | |\n| Supplier power | | |\n| Buyer power | | |\n| Threat of new entrants | | |\n| Threat of substitutes | | |\n\n### Step 4 — Trend Analysis (PESTEL)\nScan macro environment:\n- **P**olitical: regulations, trade policy, subsidies\n- **E**conomic: GDP growth, inflation, consumer spending\n- **S**ocial: demographics, behavioral shifts, cultural trends\n- **T**echnological: disruptive tech, R&D investment, adoption curves\n- **E**nvironmental: sustainability pressure, ESG regulations\n- **L**egal: IP landscape, compliance requirements, labor laws\n\n### Step 5 — Customer Segmentation\nIdentify 2–4 primary customer segments:\n```\nSegment A: [Name]\n  - Size: ~X users / companies\n  - Key pain points: ...\n  - Willingness to pay: $X–$Y / month\n  - Acquisition channels: ...\n```\n\n### Step 6 — Competitive Landscape\nBuild a comparison matrix:\n```\n| Player | Founded | Funding | Positioning | Strengths | Weaknesses |\n|--------|---------|---------|-------------|-----------|------------|\n| Co A   |         |         |             |           |            |\n| Co B   |         |         |             |           |            |\n```\nIdentify market gaps and whitespace opportunities.\n\n### Step 7 — Synthesis & Recommendations\nConclude with:\n1. **Market attractiveness score** ("},{"path":"_meta.json","content":"{\n  \"ownerId\": \"kn753sxg7hag86tcm2dtgzyhns84chhv\",\n  \"slug\": \"market-research-pro\",\n  \"version\": \"1.0.0\",\n  \"publishedAt\": 1777804566493\n}"},{"path":"references/competitive-analysis-framework.md","content":"# Competitive Analysis Framework\n\n## Part 1: Competitor Discovery\n\n### Where to Find Competitors\n- **G2 / Capterra**: category pages for SaaS\n- **Product Hunt**: recent launches in your space\n- **App Store / Google Play**: search category keywords\n- **Crunchbase**: filter by industry + funding stage\n- **LinkedIn**: company search by keyword + employee count\n- **SEO tools** (Ahrefs/SEMrush): who ranks for your target keywords\n\n### Competitor Classification\n```\nTier 1 – Direct competitors: same product, same customer, same problem\nTier 2 – Indirect competitors: different product, overlapping use case\nTier 3 – Substitutes: alternative approaches (e.g., Excel instead of analytics tool)\n```\n\n---\n\n## Part 2: Competitive Intelligence Grid\n\n### 8-Dimension Comparison Matrix\n\n| Dimension | Your Product | Competitor A | Competitor B | Competitor C |\n|-----------|-------------|--------------|--------------|--------------|\n| Core use case | | | | |\n| Target customer | | | | |\n| Pricing model | | | | |\n| Price range | | | | |\n| Key features | | | | |\n| Integration ecosystem | | | | |\n| Distribution channel | | | | |\n| NPS / reviews (G2) | | | | |\n\n### Feature Heatmap (✅ = strong, ⚠️ = partial, ❌ = missing)\n\n| Feature | Your Product | A | B | C |\n|---------|-------------|---|---|---|\n| Feature 1 | | | | |\n| Feature 2 | | | | |\n| Feature 3 | | | | |\n| Feature 4 | | | | |\n\n---\n\n## Part 3: Positioning Analysis\n\n### Perceptual Map (2×2)\nChoose two axes that matter to your customers:\n- Price (low ↔ high)\n- Ease of use (simple ↔ complex)\n- Target market (SMB ↔ Enterprise)\n- Feature depth (basic ↔ advanced)\n\nPlot competitors to find whitespace.\n\n### Value Proposition Deconstruction\nFor each key competitor, extract:\n```\nHeadline claim: \"...\"\nPrimary benefit: ...\nTarget persona: ...\nProof points: (case studies, metrics, logos)\nUnique differentiator: ...\n```\n\n---\n\n## Part 4: SWOT Summary Template\n\n```\n## Competitor: [Name]\nFounded: | HQ: | Funding: | Employees:\n\nSTRENGTHS:\n- \n- \n\nWEAKNESSES:\n- \n- \n\nOPPORTUNITIES (for us):\n- \n- \n\nTHREATS (they pose to us):\n- \n- \n```\n\n---\n\n## Part 5: Win/Loss Pattern Analysis\n\nWhen you have access to sales data or customer interviews:\n\n### Win Patterns\n- What do customers say when they choose you over X?\n- Which features are cited most in wins?\n- Which customer segments do you win most?\n\n### Loss Patterns\n- What are the top reasons for losing deals?\n- Which competitors do you lose to most?\n- Is it price, features, brand, or relationships?\n\n### Displacement Opportunities\n```\nCompetitor X weaknesses → Your attack surface:\n- Weakness: poor mobile experience\n  → Our response: highlight mobile-first design\n- Weakness: complex onboarding (avg 3 weeks)\n  → Our response: \"Live in 24 hours\" campaign\n```\n\n---\n\n## Part 6: Monitoring Competitors Ongoing\n\n### Free Monitoring Stack\n- **Google Alerts**: set for competitor name + \"pricing\", \"new feature\"\n- **LinkedIn**: follow competitor company pages\n- **ProductHunt**: subscribe to their profile\n- **G2 "},{"path":"references/market-sizing-templates.md","content":"# Market Sizing Templates & Examples\n\n## Template 1: SaaS B2B Market Sizing\n\n### Top-Down Example (Project Management SaaS)\n```\nGlobal Project Management Software Market (2024): $6.8B (Source: Grand View Research)\n→ TAM: $6.8B (all PM software buyers worldwide)\n\nServiceable segment: SMB (10–500 employees) in tech + professional services\n→ SAM: $6.8B × 35% = $2.38B\n\nRealistic capture in 3 years (new entrant):\n→ SOM: $2.38B × 0.5% = $11.9M ARR target\n```\n\n### Bottom-Up Example\n```\nTarget customers: 50,000 SMB tech companies in US + EU\nAverage contract value: $2,400/year ($200/mo × 10 seats avg)\nYear 1 conversion rate: 0.3%\n\nSOM (Year 1) = 50,000 × $2,400 × 0.3% = $360,000 ARR\nSOM (Year 3) = 50,000 × $2,400 × 2.0% = $2.4M ARR\n```\n\n---\n\n## Template 2: Consumer App Market Sizing\n\n### Example: Fitness App in Southeast Asia\n```\nSEA internet users (2024): ~480M (Source: DataReportal)\nSmartphone penetration: ~72% → 346M smartphone users\nHealth & fitness app interest: ~18% → 62M potential users (TAM)\n\nTarget: urban millennials (25–40) in SG/MY/TH/ID tier-1 cities\n→ SAM: 62M × 15% = 9.3M users\n\nFreemium conversion rate: 8%, ARPU: $36/year\n→ SAM (revenue): 9.3M × 8% × $36 = $26.8M\n\nYear 1 realistic capture: 0.5% of SAM users\n→ SOM: 46,500 users, $1.7M revenue\n```\n\n---\n\n## Template 3: Market Growth Projection\n\n### CAGR Projection Table\n```\nBase Year Revenue: $X\nCAGR: Y%\n\nYear 1: X × (1 + Y%)\nYear 2: X × (1 + Y%)²\nYear 3: X × (1 + Y%)³\nYear 5: X × (1 + Y%)⁵\n```\n\n### Growth Driver Scoring\nRate each driver 1–5 for impact:\n| Growth Driver | Score | Evidence |\n|---------------|-------|----------|\n| Regulatory tailwind | /5 | |\n| Technology adoption | /5 | |\n| Demographic shift | /5 | |\n| Price decline curve | /5 | |\n| Network effects | /5 | |\n\n---\n\n## Key Data Sources by Category\n\n### Free Sources\n- **Statista**: industry statistics, market size charts\n- **World Bank Open Data**: macro economic indicators\n- **Google Trends**: search interest over time\n- **PitchBook/Crunchbase**: funding rounds, company data\n- **SEC EDGAR**: public company filings (revenue, segments)\n- **CB Insights**: tech industry research\n- **Our World in Data**: demographic, economic datasets\n\n### Industry-Specific Sources\n- **Healthcare**: WHO, CMS, IQVIA\n- **Finance**: Bloomberg, S&P Global\n- **Retail/CPG**: Nielsen, Euromonitor\n- **Tech**: Gartner, IDC, Forrester\n- **Startup ecosystem**: AngelList, Dealroom, PitchBook\n\n---\n\n## Common Sizing Mistakes to Avoid\n\n1. **Confusing TAM with SAM**: Don't claim you'll capture the entire global market\n2. **No source citations**: Always attribute market size figures\n3. **Hockey stick projections**: Growth must be tied to specific catalysts\n4. **Ignoring churn**: For SaaS, net revenue retention matters as much as new ARR\n5. **Single-point estimates**: Use ranges (e.g., \"$8–12B by 2027\")\n6. **Stale data**: Markets change fast — use data ≤ 2 years old when possible"},{"path":"references/report-templates.md","content":"# Market Research Report Templates\n\n## Template A: Executive Summary (1-Pager)\n\n```markdown\n# [Market Name] Market Research — Executive Summary\n**Date**: | **Prepared by**: | **Scope**: [Geography, Segment]\n\n## Market Snapshot\n- Market size (current): $X (Source, Year)\n- Growth rate (CAGR): X% (20XX–20XX)\n- Key drivers: [1], [2], [3]\n- Key risks: [1], [2]\n\n## Opportunity Assessment\n- TAM: $X | SAM: $X | SOM (Year 3): $X\n- Whitespace: [describe the gap]\n- Recommended entry point: [segment / use case]\n\n## Competitive Summary\n- Market leaders: [Co A (est. X% share)], [Co B], [Co C]\n- Notable challengers: [Co D], [Co E]\n- Differentiation opportunity: [brief description]\n\n## Verdict\n[2–3 sentences on whether to pursue, with key conditions]\n```\n\n---\n\n## Template B: Full Market Report Structure\n\n```markdown\n# [Market Name] Market Research Report\n\n## 1. Executive Summary\n[200 words max — market size, key opportunity, recommendation]\n\n## 2. Market Overview\n### 2.1 Definition & Scope\n### 2.2 Market Size & Growth\n- Current market value: $X (Source)\n- Projected value by 20XX: $X (CAGR: X%)\n- [Include TAM/SAM/SOM table]\n\n## 3. Market Segmentation\n### 3.1 By Customer Type\n### 3.2 By Geography\n### 3.3 By Use Case / Vertical\n\n## 4. Industry Dynamics\n### 4.1 Key Growth Drivers\n### 4.2 Market Challenges & Barriers\n### 4.3 Porter's Five Forces Summary\n\n## 5. Macro Environment (PESTEL Highlights)\n[Focus on top 3 most impactful factors]\n\n## 6. Customer Analysis\n### 6.1 Primary Segments & Pain Points\n### 6.2 Buying Process & Decision Criteria\n### 6.3 Willingness to Pay\n\n## 7. Competitive Landscape\n### 7.1 Market Map\n### 7.2 Top Competitors (profiles)\n### 7.3 Positioning Map\n### 7.4 Whitespace Analysis\n\n## 8. Trends & Future Outlook\n[3–5 key trends with 2–3 year horizon]\n\n## 9. Opportunities & Risks\n| # | Opportunity | Impact | Feasibility |\n|---|-------------|--------|-------------|\n| 1 | | H/M/L | H/M/L |\n| 2 | | | |\n\n| # | Risk | Likelihood | Impact | Mitigation |\n|---|------|-----------|--------|-----------|\n| 1 | | H/M/L | H/M/L | |\n\n## 10. Recommendations\n1. [Action 1] — Priority: High\n2. [Action 2] — Priority: Medium\n3. [Action 3] — Priority: Medium\n\n## Appendix: Data Sources\n| # | Source | URL | Accessed |\n|---|--------|-----|----------|\n| 1 | | | |\n```\n\n---\n\n## Template C: Investor-Ready Market Slide (Pitch Deck)\n\nUse for slide decks — distill to 5 key numbers:\n\n```\nSlide title: \"$X Billion Market Growing at X% CAGR\"\n\n① Total Addressable Market (TAM): $XB\n   Source: [Research firm, Year]\n\n② Serviceable Addressable Market (SAM): $XB\n   [Our target segment description]\n\n③ Serviceable Obtainable Market (SOM): $XM by Year 3\n   [Based on X% market share, Y conversion rate]\n\n④ Market Tailwind: [1 sentence on macro driver]\n   Example: \"Remote work adoption driving 2x demand for async tools\"\n\n⑤ Why Now: [1 sentence on timing catalyst]\n   Example: \"New regulation effective Jan 2026 creates mandatory compliance need\"\n```\n\n---\n\n## Checklist: Before Submitting Research\n\n-"}],"languages":[],"docsSourceLabel":"CLAWHUB","editorialOverview":"Use this skill when you need to generate structured market research reports, competitive landscape analysis, industry trend summaries, or TAM/SAM/SOM sizing... Skill: Market Research Report Generator Owner: goldath Summary: Use this skill when you need to generate structured market research reports, competitive landscape analysis, industry trend summaries, or TAM/SAM/SOM sizing... Tags: latest:1.0.0 Version history: v1.0.0 | 2026-05-03T10:36:06.493Z | user Initial release Archive index: Archive v1.0.0: 6 files, 8949 bytes Files: references/competitive-analysis-framework.md","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":1146,"uniquenessScore":59,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-10-11T19:22:12.003Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-10-11T19:22:12.003Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"protocol-neighbors","verified":false,"confidence":"medium","updatedAt":"2026-10-11T23:08:18.200Z","emptyReason":null},"items":[{"id":"8ebccd8e-3863-4187-8355-c3f14e1f9edf","entityType":"agent","canonicalPath":"/agent/iofficeai-aionui","slug":"iofficeai-aionui","name":"AionUi","description":"Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!","url":"https://github.com/iOfficeAI/AionUi","homepage":"https://www.aionui.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-10-09T19:11:12.944Z","createdAt":"2026-02-25T03:38:16.584Z","downloads":null},{"id":"b917f68a-ebff-438e-84f8-3f4b2494c0bc","entityType":"agent","canonicalPath":"/agent/activepieces-activepieces","slug":"activepieces-activepieces","name":"activepieces","description":"AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents","url":"https://github.com/activepieces/activepieces","homepage":"https://www.activepieces.com","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-15T02:22:12.426Z","createdAt":"2026-02-25T03:38:12.412Z","downloads":null},{"id":"5cb26759-3a39-483f-94cf-276a98c13bb8","entityType":"agent","canonicalPath":"/agent/cherryhq-cherry-studio","slug":"cherryhq-cherry-studio","name":"cherry-studio","description":"AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs","url":"https://github.com/CherryHQ/cherry-studio","homepage":"https://cherry-ai.com","source":"GITHUB_REPOS","protocols":["MCP","OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-04-11T14:38:40.986Z","createdAt":"2026-02-25T03:38:19.379Z","downloads":null},{"id":"6f6582d0-5d76-4f0f-b81d-86520247950b","entityType":"agent","canonicalPath":"/agent/copilotkit-copilotkit","slug":"copilotkit-copilotkit","name":"CopilotKit","description":"The Frontend for Agents & Generative UI. React + Angular","url":"https://github.com/CopilotKit/CopilotKit","homepage":"https://docs.copilotkit.ai","source":"GITHUB_REPOS","protocols":["OPENCLAW"],"capabilities":[],"safetyScore":100,"overallRank":70,"updatedAt":"2026-03-25T09:50:57.846Z","createdAt":"2026-02-25T03:39:14.617Z","downloads":null}],"links":{"hub":"/agent","source":"/agent/source/clawhub","protocols":[{"label":"OpenClaw","href":"/agent/protocol/openclew"}]}}}