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ne11nnne11nn/cantos-plugin/skills/market-research/SKILL.md

market-research

Skill1 starsChanged 5 months agoMITView on GitHub

Research markets, competitors, and audiences using web data and structured synthesis. Use when entering new markets, validating ideas, or analyzing competitive landscapes.

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The file

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3 rules. 0 are common, 3 are distinctive, and 0 are very specific to this project.

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    Common

    Most of the 99 edited versions we read keep these.

  • 3

    Distinctive

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  1. Distinctive:

    Use multiple sources to verify statistics

    line 214
  2. Distinctive:

    Prefer recent data (within 2 years)

    line 215
  3. Distinctive:

    Use tables for easy comparison

    line 227

“Common” is measured: kept by at least 6 in 10 of the 99 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Market Research Skill

A comprehensive market research methodology that leverages web search to gather real market data, analyze competitors, and synthesize actionable insights.

When to Use

  • Researching a new market or industry
  • Analyzing competitors before product launch
  • Understanding target audience demographics and behaviors
  • Identifying market opportunities and gaps
  • Assessing risks before market entry
  • Validating business ideas or product concepts

Research Framework

Phase 1: Market Overview

Gather high-level market intelligence:

Market Size & Growth:

  • Total addressable market (TAM)
  • Serviceable addressable market (SAM)
  • Market growth rate (CAGR)
  • Key market segments

Industry Trends:

  • Recent industry developments
  • Emerging technologies
  • Regulatory changes
  • Economic factors

Data Sources:

  • Industry reports (Statista, IBISWorld, Grand View Research)
  • News articles and press releases
  • Government statistics
  • Trade publications

Phase 2: Target Audience Analysis

Profile the ideal customer:

FactorAnalysis Points
DemographicsAge, location, income, education, occupation
PsychographicsValues, interests, lifestyle, attitudes
NeedsPain points, desires, unmet needs
BehaviorsPurchase patterns, channels, decision factors
SegmentsHigh-potential customer groups

Research Methods:

  • Search for industry consumer studies
  • Analyze social media discussions
  • Review competitor customer bases
  • Identify buying triggers and barriers

Phase 3: Competitor Landscape

Map the competitive environment:

Competitor Identification:

  • Direct competitors (same product/market)
  • Indirect competitors (different approach, same need)
  • Potential entrants (adjacent markets)

Analysis Framework:

CompetitorMarket PositionStrengthsWeaknessesRecent Moves
[Name][Leader/Challenger/Niche][List][List][News]

Key Questions:

  • Who are the market leaders and why?
  • What are common positioning strategies?
  • What gaps exist in competitor offerings?
  • How are competitors differentiating?
  • What is the pricing landscape?

Phase 4: Market Opportunities

Identify strategic opportunities:

Gap Analysis:

  • Underserved customer segments
  • Unmet needs in current solutions
  • Geographic expansion potential
  • Product/service innovation areas

Opportunity Evaluation:

OpportunityMarket SizeCompetitionFeasibilityPriority
[Opp 1]High/Med/LowHigh/Med/LowHigh/Med/Low1-5

Differentiation Strategies:

  • Price positioning
  • Feature differentiation
  • Customer experience
  • Brand positioning
  • Distribution channels

Phase 5: Risks & Challenges

Assess potential obstacles:

Risk Categories:

CategoryRisk FactorsImpactLikelihood
RegulatoryCompliance requirements, licensingHigh/Med/LowHigh/Med/Low
TechnologicalDisruption, obsolescenceHigh/Med/LowHigh/Med/Low
MarketSaturation, demand changesHigh/Med/LowHigh/Med/Low
CompetitiveNew entrants, price warsHigh/Med/LowHigh/Med/Low
EconomicRecession, inflationHigh/Med/LowHigh/Med/Low

Mitigation Considerations:

  • Barriers to entry
  • Capital requirements
  • Switching costs for customers
  • Supplier dependencies
  • Macroeconomic sensitivity

Output Format

Market Research Report

## Market Research Report

**Topic:** [Product/Industry/Market]
**Target Market:** [If specified]
**Date:** [Research date]

### Executive Summary
[3-5 sentence overview of key findings, major opportunities, and critical risks]

### Market Overview

| Metric | Value | Source |
|--------|-------|--------|
| Market Size | $X billion | [source] |
| Growth Rate | X% CAGR | [source] |
| Key Trend | [trend] | [source] |

**Industry Context:**
[2-3 paragraphs on market dynamics, recent developments, and trajectory]

### Target Audience

**Primary Segment:**
- Demographics: [description]
- Psychographics: [description]
- Key Needs: [list]
- Buying Behavior: [patterns]

**Secondary Segments:**
[Additional segments with potential]

### Competitive Landscape

| Competitor | Position | Strengths | Weaknesses |
|------------|----------|-----------|------------|
| [Leader 1] | Market Leader | [strengths] | [weaknesses] |
| [Challenger 1] | Challenger | [strengths] | [weaknesses] |
| [Niche 1] | Niche Player | [strengths] | [weaknesses] |

**Competitive Insights:**
[Key observations about competitive dynamics]

### Market Opportunities

1. **[Opportunity 1]** - [Description and rationale]
2. **[Opportunity 2]** - [Description and rationale]
3. **[Opportunity 3]** - [Description and rationale]

**Recommended Focus:** [Primary opportunity with justification]

### Risks & Challenges

| Risk | Impact | Likelihood | Mitigation |
|------|--------|------------|------------|
| [Risk 1] | High/Med/Low | High/Med/Low | [approach] |
| [Risk 2] | High/Med/Low | High/Med/Low | [approach] |

### Data Sources
- [Source 1 with URL]
- [Source 2 with URL]
- [Source 3 with URL]

### Recommended Next Steps
- [ ] [Action item 1]
- [ ] [Action item 2]
- [ ] [Action item 3]

Quick Research Option

For faster analysis, focus on these essentials:

  1. Market Size - TAM and growth rate
  2. Top 3 Competitors - Leaders and their positioning
  3. Primary Audience - Who buys and why
  4. Biggest Opportunity - Single best market gap
  5. Key Risk - Most significant challenge

Deliver a 1-page summary with actionable insights.

Research Best Practices

Data Quality:

  • Use multiple sources to verify statistics
  • Prefer recent data (within 2 years)
  • Note data limitations and assumptions
  • Distinguish between estimates and verified figures

Analysis Quality:

  • Focus on actionable insights, not just data
  • Identify patterns across sources
  • Challenge assumptions with evidence
  • Quantify opportunities where possible

Report Quality:

  • Lead with insights, support with data
  • Use tables for easy comparison
  • Include source citations
  • Prioritize recommendations clearly

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