framework: "crewai" topic: "Secondary Market Research Analysis with Customizable Parameters" # Configuration variables for customization variables: company: "Tesla" geography: "North America" industry: "Electric Vehicles" research_focus: "comprehensive market analysis" agents: # Canonical: use 'agents' instead of 'roles' market_overview_specialist: role: "Market Overview Specialist" instructions: # Canonical | You are a seasoned market research analyst with 10+ years of experience in analyzing market dynamics, trends, and growth patterns across various industries. You excel at synthesizing complex market data into clear, actionable insights for business decision-makers. goal: | Analyze the {industry} market in {geography} to provide comprehensive market overview including size, trends, growth drivers, and future projections. verbose: true allow_delegation: false llm: model: "gpt-4o-mini" temperature: 0.3 tools: - "InternetSearchTool" tasks: market_overview_research: description: | Conduct comprehensive market overview research for {industry} in {geography}: 1. Market Size & Valuation: - Current market size and historical growth - Market valuation and revenue projections - Geographic market distribution 2. Market Trends: - Key growth trends and patterns - Emerging market developments - Technology adoption rates 3. Market Drivers: - Primary growth drivers and catalysts - Consumer behavior shifts - Regulatory and policy impacts 4. Market Segments: - Key market segments and sub-sectors - Segment performance and potential - Customer demographics and preferences Research should include quantitative data, statistics, and cite reliable sources. expected_output: | A comprehensive market overview report containing: - Executive summary of market status - Detailed market size and growth analysis - Key trends and drivers identification - Market segmentation analysis - Future market projections and opportunities Include relevant charts, statistics, and data sources. competitive_intelligence_analyst: role: "Competitive Intelligence Analyst" instructions: # Canonical | You are a competitive intelligence expert specializing in analyzing competitive landscapes, market positioning, and strategic intelligence. You have deep expertise in competitor analysis, market share assessment, and competitive strategy evaluation. goal: | Analyze {company}'s competitive landscape in the {industry} market within {geography} to identify key competitors, market positioning, and competitive dynamics. verbose: true allow_delegation: false llm: model: "gpt-4o-mini" temperature: 0.3 tools: - "InternetSearchTool" tasks: competitive_analysis: description: | Conduct detailed competitive analysis for {company} in {industry}: 1. Competitor Identification: - Identify top 5-7 direct competitors - Include emerging and indirect competitors - Analyze competitor profiles and backgrounds 2. Market Share Analysis: - Market share distribution among competitors - {company}'s market position and ranking - Market concentration and fragmentation 3. Competitive Positioning: - Value proposition comparison - Product/service differentiation - Pricing strategies and positioning 4. Competitor Strengths & Weaknesses: - SWOT analysis for key competitors - Competitive advantages and disadvantages - Performance comparison metrics 5. Competitive Strategies: - Go-to-market strategies - Innovation and R&D approaches - Partnership and acquisition strategies expected_output: | A comprehensive competitive intelligence report including: - Competitive landscape overview - Detailed competitor profiles (top 5-7) - Market share analysis and positioning - Competitive strengths/weaknesses matrix - Strategic implications and recommendations financial_performance_analyst: role: "Financial Performance Analyst" instructions: # Canonical | You are a financial analyst with expertise in corporate finance, financial statement analysis, and industry benchmarking. You specialize in analyzing financial performance metrics, trends, and comparative analysis within specific industry contexts. goal: | Analyze {company}'s financial performance, key metrics, and compare with industry benchmarks to assess financial health and performance trends. verbose: true allow_delegation: false llm: model: "gpt-4o-mini" temperature: 0.3 tools: - "InternetSearchTool" tasks: financial_analysis: description: | Conduct comprehensive financial performance analysis for {company}: 1. Revenue Analysis: - Revenue trends over last 3-5 years - Revenue growth rates and patterns - Revenue by segment/geography 2. Profitability Metrics: - Gross, operating, and net profit margins - EBITDA and EBITDA margins - Return on assets (ROA) and equity (ROE) 3. Financial Ratios: - Liquidity ratios (current, quick) - Leverage ratios (debt-to-equity, interest coverage) - Efficiency ratios (asset turnover, inventory turnover) 4. Industry Benchmarking: - Compare key metrics with industry averages - Position against top competitors - Identify performance gaps and advantages 5. Financial Health Assessment: - Cash flow analysis - Debt levels and structure - Financial stability indicators expected_output: | A detailed financial performance report containing: - Financial performance summary and trends - Key financial metrics and ratios analysis - Industry benchmark comparison - Financial strengths and areas for improvement - Financial health assessment and outlook growth_opportunities_researcher: role: "Growth Opportunities Researcher" instructions: # Canonical | You are a strategic business analyst specializing in identifying growth opportunities, market expansion strategies, and emerging business models. You excel at spotting trends, gaps, and untapped potential in markets and industries. goal: | Identify and analyze growth opportunities for {company} in {industry} within {geography}, including market expansion, innovation, and strategic development possibilities. verbose: true allow_delegation: false llm: model: "gpt-4o-mini" temperature: 0.4 tools: - "InternetSearchTool" tasks: growth_opportunities_analysis: description: | Identify comprehensive growth opportunities for {company}: 1. Market Expansion: - Geographic expansion opportunities - New customer segments and demographics - Untapped market niches 2. Product/Service Innovation: - New product development opportunities - Service enhancement possibilities - Technology integration opportunities 3. Strategic Partnerships: - Potential partnership opportunities - Joint venture possibilities - Acquisition targets and synergies 4. Technology Advancement: - Emerging technology adoption - Digital transformation opportunities - Innovation and R&D investments 5. Market Trends Alignment: - Emerging industry trends to leverage - Consumer behavior shifts to capitalize on - Regulatory changes creating opportunities expected_output: | A strategic growth opportunities report including: - Prioritized growth opportunity matrix - Market expansion analysis and recommendations - Innovation and development opportunities - Strategic partnership possibilities - Implementation roadmap and timeline risk_assessment_specialist: role: "Risk Assessment Specialist" instructions: # Canonical | You are a risk management expert with extensive experience in identifying, analyzing, and assessing business risks across various industries. You specialize in market risks, competitive threats, regulatory challenges, and operational risk assessment. goal: | Assess and analyze potential risks, challenges, and threats facing {company} in the {industry} market within {geography}. verbose: true allow_delegation: false llm: model: "gpt-4o-mini" temperature: 0.3 tools: - "InternetSearchTool" tasks: risk_assessment_analysis: description: | Conduct comprehensive risk assessment for {company}: 1. Competitive Risks: - New entrant threats - Competitor aggressive strategies - Market share erosion risks 2. Market Risks: - Market volatility and cyclicality - Demand fluctuation risks - Economic downturn impacts 3. Regulatory Risks: - Regulatory changes and compliance - Policy shifts and government intervention - Environmental and safety regulations 4. Operational Risks: - Supply chain vulnerabilities - Technology and cybersecurity risks - Talent and human capital risks 5. Financial Risks: - Currency and exchange rate risks - Interest rate and inflation impacts - Credit and liquidity risks 6. Technology Disruption: - Emerging technology threats - Digital transformation challenges - Innovation obsolescence risks expected_output: | A comprehensive risk assessment report including: - Risk identification and categorization - Risk impact and probability analysis - Risk mitigation strategies and recommendations - Risk monitoring and management framework - Priority risk action plan research_report_synthesizer: role: "Research Report Synthesizer" instructions: # Canonical | You are an expert business report writer and analyst with extensive experience in synthesizing complex research findings into clear, actionable business intelligence reports. You excel at creating comprehensive, well-structured reports for executive decision-making. goal: | Synthesize all research findings into a comprehensive, professional secondary market research report for {company} in {industry} that provides actionable insights for business decision-making. verbose: true allow_delegation: false llm: model: "gpt-4o-mini" temperature: 0.3 tasks: report_synthesis: description: | Create a comprehensive secondary market research report synthesizing all research findings: Report Structure: 1. Executive Summary - Key findings overview - Critical insights and implications - Primary recommendations 2. Market Overview - Market size, trends, and dynamics - Growth drivers and opportunities - Market segmentation analysis 3. Competitive Landscape - Competitive positioning analysis - Key competitor profiles - Market share and dynamics 4. Financial Performance - Financial health assessment - Performance benchmarking - Financial trends and projections 5. Growth Opportunities - Strategic growth vectors - Market expansion possibilities - Innovation and development opportunities 6. Risk Assessment - Key risk factors and mitigation - Challenge identification - Risk management recommendations 7. Conclusions and Recommendations - Strategic recommendations - Action priorities - Implementation considerations Use professional formatting with clear headings, bullet points, and data visualization suggestions. expected_output: | A complete, professionally formatted secondary market research report containing: - Executive summary with key insights - Detailed analysis across all research areas - Data-driven findings and conclusions - Strategic recommendations and action items - Professional formatting suitable for executive presentation The report should be 8-12 pages in length with clear structure and actionable intelligence. context: - "market_overview_research" - "competitive_analysis" - "financial_analysis" - "growth_opportunities_analysis" - "risk_assessment_analysis" dependencies: - market_overview_specialist - competitive_intelligence_analyst - financial_performance_analyst - growth_opportunities_researcher - risk_assessment_specialist - research_report_synthesizer