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BytesAgain β€Ί Skills β€Ί Market Research Automation
πŸ¦€ ClawHub

Market Research Automation

by @openlark

Market research automation skill. Mine user pain points from social media and analyze competitors. Applicable for market validation before product launch, us...

Versionv1.0.0
Downloads276
#crypto-defi#research#social-media#legal#automation
TERMINAL
clawhub install market-research-automation

πŸ“– About This Skill

name: market-research-automation description: Market research automation skill. Mine user pain points from social media and analyze competitors. Applicable for market validation before product launch, user needs analysis, and competitor feature comparison.

Market Research Automation

Mine user pain points from social media and analyze competitors. Applicable for market validation before product launch, user needs analysis, and competitor feature comparison.

Trigger Conditions

  • Market research
  • Competitor analysis
  • market research
  • competitor analysis
  • User research
  • survey generation
  • TAM SAM SOM
  • Market size estimation

    • Core Capabilities

    Capability 1: Market Sizing β€” TAM/SAM/SOM Three-Layer Model

    Estimate the Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) for a target market.

    Capability 2: In-Depth Competitor Analysis β€” Feature/Pricing/User Review Comparison Matrix

    Compare multiple competitors across dimensions such as features, pricing, target users, strengths, and weaknesses.

    Capability 3: Automatic Generation of User Interview Frameworks and Survey Questionnaires

    Automatically generate structured user survey questionnaires based on the research topic.

    Usage Workflow

    Scenario 1: Market Sizing Research

    python3 scripts/market_researcher_tool.py research --market 'AI Writing Tools'

    Scenario 2: Competitor Analysis

    python3 scripts/market_researcher_tool.py compete --products 'Jasper,Copy.ai,Notion AI'

    Scenario 3: Generate Survey Questionnaire

    python3 scripts/market_researcher_tool.py survey --topic 'AI Writing Tools'

    Command Details

    research - Market Research

    Purpose: Estimate market size and generate a TAM/SAM/SOM analysis report.

    Parameters:

  • --market: Market name (required)
  • --output, -o: Output file path (optional, defaults to console output)

    • Example: 

    python3 scripts/market_researcher_tool.py research --market 'AI Writing Tools' -o report.md

    compete - Competitor Analysis

    Purpose: Compare features, pricing, and user reviews of multiple competitors.

    Parameters:

  • --products: List of competitors, comma-separated (required)
  • --output, -o: Output file path (optional)

    • Example: 

    python3 scripts/market_researcher_tool.py compete --products 'Jasper,Copy.ai,Notion AI,ChatGPT' -o compete.md

    survey - Generate Survey Questionnaire

    Purpose: Automatically generate a structured user survey questionnaire.

    Parameters:

  • --topic: Research topic (required)
  • --output, -o: Output file path (optional)

    • Example: 

    python3 scripts/market_researcher_tool.py survey --topic 'AI Writing Tools' -o survey.md

    Output Format

    Market Research Report

    # πŸ“Š Market Research Automation Report
    Generated on: YYYY-MM-DD HH:MM
    Key Findings
    
1. [Key Finding 1]
2. [Key Finding 2]
3. [Key Finding 3]
    Market Size Analysis (TAM/SAM/SOM)
    
| Metric | Value | Description |
|------|------|------|
| TAM | $XXX Billion | Total Addressable Market |
| SAM | $YYY Billion | Serviceable Available Market |
| SOM | $ZZZ Billion | Serviceable Obtainable Market |
    Actionable Recommendations
    
| Priority | Recommendation | Expected Outcome |
|--------|------|----------|
| πŸ”΄ High | [Specific recommendation] | [Quantified expectation] |

    Competitor Analysis Report

    # πŸ” In-Depth Competitor Analysis Report
    Competitor Comparison Matrix
    
| Product | Pricing | User Rating | Target User | Key Strengths | Main Weaknesses |
    Competitive Strategy Recommendations
    
| Priority | Recommendation | Expected Outcome |

    User Survey Questionnaire

    # πŸ“‹ User Survey Questionnaire
    Basic Information
    
Q1. What is your current job role?
β—‹ Product Manager β—‹ Marketing β—‹ Content Creation ...
    Current Usage
    
Q2. How often do you use AI writing tools?
β—‹ Multiple times daily β—‹ Once daily ...
    Pain Points and Needs
    
Q3. What feature would you most like to see improved in AI writing tools?
________________________________________

    Prerequisites

    Install Python dependencies before first use:

    pip install requests beautifulsoup4 pandas

    References

  • X/Twitter API - User discussion data
  • Google Trends - Search trend analysis
  • Full Market Research Agent Use Case

    • Notes

  • All analysis is based on data obtained by the script; data is not fabricated.
  • Missing data fields are marked "Data Unavailable" rather than guessed.
  • It is recommended to combine with human judgment; AI analysis is for reference only.
  • The current version uses mock data and can be extended to real API calls.

    • βš™οΈ Configuration

    Install Python dependencies before first use:

    pip install requests beautifulsoup4 pandas

    πŸ“‹ Tips & Best Practices

  • All analysis is based on data obtained by the script; data is not fabricated.
  • Missing data fields are marked "Data Unavailable" rather than guessed.
  • It is recommended to combine with human judgment; AI analysis is for reference only.
  • The current version uses mock data and can be extended to real API calls.