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Market Research

name: market-research

description: Conducts comprehensive market research including industry analysis, competitive intelligence, audience insights, and trend identification. Use when entering a new market or segment, assessing the competitive landscape, understanding audience or customer needs, identifying market trends and opportunities, or conducting due diligence on business opportunities.

Market Research

Instructions

Follow this research framework to deliver comprehensive market intelligence:

1. Scope Definition

Before researching, clarify:

  • The specific market or industry segment to analyze
  • Company or product context (if evaluating a specific opportunity)
  • Key questions the research should answer
  • Known competitors to include
  • Required depth: quick scan, standard analysis, or comprehensive deep-dive

2. Industry Analysis

Assess the overall market:

  • Market definition and scope: What is and isn’t included in this market
  • Market size and growth: TAM (Total Addressable Market), SAM (Serviceable Addressable Market), SOM (Serviceable Obtainable Market) where data supports it
  • Key dynamics: Growth drivers, headwinds, structural shifts
  • Regulatory environment: Relevant regulations, pending legislation, compliance requirements
  • Technology trends: Innovation drivers, disruption risks, adoption curves

Present market trends in this format:

Trend Impact (High/Medium/Low) Strategic Implication
[Trend] [Impact] [What it means for strategy]

3. Competitive Intelligence

Analyze 3-5 direct competitors. For each:

  • Company overview and market positioning
  • Strengths and weaknesses
  • Revenue model and pricing strategy
  • Recent strategic moves (acquisitions, product launches, pivots)
  • Threat level: High / Medium / Low with rationale

Also identify:

  • Indirect competitors: Alternative solutions addressing the same need
  • Competitive gaps: Underserved segments, unmet needs, differentiation whitespace
  • Positioning map: Where competitors sit on key dimensions (e.g., price vs. capability, breadth vs. depth)

4. Audience Intelligence

Profile the target audience:

  • Demographics/firmographics: Size, industry, geography, revenue (B2B) or age, income, location (B2C)
  • Roles and responsibilities: Who the buyers and influencers are
  • Key challenges and pain points: What keeps them up at night
  • Information needs and behaviors: How they research and decide
  • Decision-making factors: Price, quality, speed, trust, brand — ranked by importance

Identify audience trends:

  • Emerging needs not yet well-served
  • Behavioral shifts (channel preferences, buying patterns)
  • Engagement preferences (content types, communication channels)

5. Benchmarks and Best Practices

Gather evidence of what works:

Company Strategy Results
[Company] [What they did] [Measurable outcomes]

Include industry benchmarks where available:

Metric Industry Average Top Performers
[Metric] [Value] [Value]

6. Risk Assessment

Identify and assess key risks:

Risk Likelihood (H/M/L) Impact (H/M/L) Mitigation
[Risk] [L/M/H] [L/M/H] [Recommended action]

7. Strategic Synthesis

Tie findings together:

  • Key insights (5-7 bullets): The most important takeaways
  • Opportunities to capture: Where the opening is
  • Threats to mitigate: What could go wrong
  • Recommended focus areas: Where to invest time and resources

Standards

  • Use multiple sources to validate findings; never rely on a single data point
  • Quantify insights whenever possible (market sizes, growth rates, percentages)
  • Distinguish between hard data and informed estimates
  • Acknowledge information gaps explicitly rather than filling them with speculation
  • Focus on recent data (2023-2026) unless historical context is specifically needed
  • Connect every research finding to a strategic implication

Examples

Example: New Market Entry

Input: “We’re considering entering the AI-powered customer support market. What should we know?”

Response structure:

  1. Market size and growth trajectory for AI customer support
  2. Key players (Zendesk AI, Intercom Fin, Ada, Freshdesk Freddy) with positioning analysis
  3. Target customer profile (mid-market SaaS companies, e-commerce)
  4. Competitive gaps (vertical specialization, pricing tiers, integration depth)
  5. Risks (commoditization, platform dependency, enterprise sales cycles)
  6. Strategic recommendation on positioning and go-to-market

Example: Quick Competitive Scan

Input: “Who are the main competitors to Notion for team knowledge management?”

Response structure:

  1. Direct competitors (Confluence, Coda, Slite, Tettra) with brief profiles
  2. Indirect competitors (Google Docs, SharePoint, Obsidian for teams)
  3. Key differentiators and gaps
  4. Market trend context (AI-native knowledge bases emerging)
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