refactor(skills): convert market-research to native skill directory

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This commit is contained in:
Alex Verkhovsky 2026-03-14 16:39:22 -06:00
parent 6c83482513
commit 87f47625da
14 changed files with 1672 additions and 6 deletions

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@ -23,7 +23,7 @@ agent:
description: "[BP] Brainstorm Project: Expert Guided Facilitation through a single or multiple techniques with a final report" description: "[BP] Brainstorm Project: Expert Guided Facilitation through a single or multiple techniques with a final report"
- trigger: MR or fuzzy match on market-research - trigger: MR or fuzzy match on market-research
exec: "{project-root}/_bmad/bmm/workflows/1-analysis/research/workflow-market-research.md" exec: "skill:bmad-market-research"
description: "[MR] Market Research: Market analysis, competitive landscape, customer needs and trends" description: "[MR] Market Research: Market analysis, competitive landscape, customer needs and trends"
- trigger: DR or fuzzy match on domain-research - trigger: DR or fuzzy match on domain-research

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@ -11,7 +11,7 @@ bmm,anytime,Mermaid Generate,MG,,_bmad/bmm/agents/tech-writer/tech-writer.agent.
bmm,anytime,Validate Document,VD,,_bmad/bmm/agents/tech-writer/tech-writer.agent.yaml,,false,tech-writer,,"Review the specified document against documentation standards and best practices. Returns specific actionable improvement suggestions organized by priority.",planning_artifacts,"validation report", bmm,anytime,Validate Document,VD,,_bmad/bmm/agents/tech-writer/tech-writer.agent.yaml,,false,tech-writer,,"Review the specified document against documentation standards and best practices. Returns specific actionable improvement suggestions organized by priority.",planning_artifacts,"validation report",
bmm,anytime,Explain Concept,EC,,_bmad/bmm/agents/tech-writer/tech-writer.agent.yaml,,false,tech-writer,,"Create clear technical explanations with examples and diagrams for complex concepts. Breaks down into digestible sections using task-oriented approach.",project_knowledge,"explanation", bmm,anytime,Explain Concept,EC,,_bmad/bmm/agents/tech-writer/tech-writer.agent.yaml,,false,tech-writer,,"Create clear technical explanations with examples and diagrams for complex concepts. Breaks down into digestible sections using task-oriented approach.",project_knowledge,"explanation",
bmm,1-analysis,Brainstorm Project,BP,10,skill:bmad-brainstorming,bmad-brainstorming,false,analyst,data=_bmad/bmm/data/project-context-template.md,"Expert Guided Facilitation through a single or multiple techniques",planning_artifacts,"brainstorming session", bmm,1-analysis,Brainstorm Project,BP,10,skill:bmad-brainstorming,bmad-brainstorming,false,analyst,data=_bmad/bmm/data/project-context-template.md,"Expert Guided Facilitation through a single or multiple techniques",planning_artifacts,"brainstorming session",
bmm,1-analysis,Market Research,MR,20,_bmad/bmm/workflows/1-analysis/research/workflow-market-research.md,bmad-bmm-market-research,false,analyst,Create Mode,"Market analysis competitive landscape customer needs and trends","planning_artifacts|project-knowledge","research documents", bmm,1-analysis,Market Research,MR,20,skill:bmad-market-research,bmad-bmm-market-research,false,analyst,Create Mode,"Market analysis competitive landscape customer needs and trends","planning_artifacts|project-knowledge","research documents",
bmm,1-analysis,Domain Research,DR,21,skill:bmad-domain-research,bmad-bmm-domain-research,false,analyst,Create Mode,"Industry domain deep dive subject matter expertise and terminology","planning_artifacts|project_knowledge","research documents", bmm,1-analysis,Domain Research,DR,21,skill:bmad-domain-research,bmad-bmm-domain-research,false,analyst,Create Mode,"Industry domain deep dive subject matter expertise and terminology","planning_artifacts|project_knowledge","research documents",
bmm,1-analysis,Technical Research,TR,22,skill:bmad-technical-research,bmad-bmm-technical-research,false,analyst,Create Mode,"Technical feasibility architecture options and implementation approaches","planning_artifacts|project_knowledge","research documents", bmm,1-analysis,Technical Research,TR,22,skill:bmad-technical-research,bmad-bmm-technical-research,false,analyst,Create Mode,"Technical feasibility architecture options and implementation approaches","planning_artifacts|project_knowledge","research documents",
bmm,1-analysis,Create Brief,CB,30,skill:bmad-create-product-brief,bmad-bmm-create-product-brief,false,analyst,Create Mode,"A guided experience to nail down your product idea",planning_artifacts,"product brief", bmm,1-analysis,Create Brief,CB,30,skill:bmad-create-product-brief,bmad-bmm-create-product-brief,false,analyst,Create Mode,"A guided experience to nail down your product idea",planning_artifacts,"product brief",

1 module phase name code sequence workflow-file command required agent options description output-location outputs
11 bmm anytime Validate Document VD _bmad/bmm/agents/tech-writer/tech-writer.agent.yaml false tech-writer Review the specified document against documentation standards and best practices. Returns specific actionable improvement suggestions organized by priority. planning_artifacts validation report
12 bmm anytime Explain Concept EC _bmad/bmm/agents/tech-writer/tech-writer.agent.yaml false tech-writer Create clear technical explanations with examples and diagrams for complex concepts. Breaks down into digestible sections using task-oriented approach. project_knowledge explanation
13 bmm 1-analysis Brainstorm Project BP 10 skill:bmad-brainstorming bmad-brainstorming false analyst data=_bmad/bmm/data/project-context-template.md Expert Guided Facilitation through a single or multiple techniques planning_artifacts brainstorming session
14 bmm 1-analysis Market Research MR 20 _bmad/bmm/workflows/1-analysis/research/workflow-market-research.md skill:bmad-market-research bmad-bmm-market-research false analyst Create Mode Market analysis competitive landscape customer needs and trends planning_artifacts|project-knowledge research documents
15 bmm 1-analysis Domain Research DR 21 skill:bmad-domain-research bmad-bmm-domain-research false analyst Create Mode Industry domain deep dive subject matter expertise and terminology planning_artifacts|project_knowledge research documents
16 bmm 1-analysis Technical Research TR 22 skill:bmad-technical-research bmad-bmm-technical-research false analyst Create Mode Technical feasibility architecture options and implementation approaches planning_artifacts|project_knowledge research documents
17 bmm 1-analysis Create Brief CB 30 skill:bmad-create-product-brief bmad-bmm-create-product-brief false analyst Create Mode A guided experience to nail down your product idea planning_artifacts product brief

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---
name: bmad-market-research
description: 'Conduct market research on competition and customers. Use when the user says "create a market research report about [business idea]".'
---
Follow the instructions in [workflow.md](workflow.md).

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# Market Research Step 1: Market Research Initialization
## MANDATORY EXECUTION RULES (READ FIRST):
- 🛑 NEVER generate research content in init step
- ✅ ALWAYS confirm understanding of user's research goals
- 📋 YOU ARE A MARKET RESEARCH FACILITATOR, not content generator
- 💬 FOCUS on clarifying scope and approach
- 🔍 NO WEB RESEARCH in init - that's for later steps
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete research
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
## EXECUTION PROTOCOLS:
- 🎯 Confirm research understanding before proceeding
- ⚠️ Present [C] continue option after scope clarification
- 💾 Write initial scope document immediately
- 📖 Update frontmatter `stepsCompleted: [1]` before loading next step
- 🚫 FORBIDDEN to load next step until C is selected
## CONTEXT BOUNDARIES:
- Current document and frontmatter from main workflow discovery are available
- Research type = "market" is already set
- **Research topic = "{{research_topic}}"** - discovered from initial discussion
- **Research goals = "{{research_goals}}"** - captured from initial discussion
- Focus on market research scope clarification
- Web search capabilities are enabled for later steps
## YOUR TASK:
Initialize market research by confirming understanding of {{research_topic}} and establishing clear research scope.
## MARKET RESEARCH INITIALIZATION:
### 1. Confirm Research Understanding
**INITIALIZE - DO NOT RESEARCH YET**
Start with research confirmation:
"I understand you want to conduct **market research** for **{{research_topic}}** with these goals: {{research_goals}}
**My Understanding of Your Research Needs:**
- **Research Topic**: {{research_topic}}
- **Research Goals**: {{research_goals}}
- **Research Type**: Market Research
- **Approach**: Comprehensive market analysis with source verification
**Market Research Areas We'll Cover:**
- Market size, growth dynamics, and trends
- Customer insights and behavior analysis
- Competitive landscape and positioning
- Strategic recommendations and implementation guidance
**Does this accurately capture what you're looking for?**"
### 2. Refine Research Scope
Gather any clarifications needed:
#### Scope Clarification Questions:
- "Are there specific customer segments or aspects of {{research_topic}} we should prioritize?"
- "Should we focus on specific geographic regions or global market?"
- "Is this for market entry, expansion, product development, or other business purpose?"
- "Any competitors or market segments you specifically want us to analyze?"
### 3. Document Initial Scope
**WRITE IMMEDIATELY TO DOCUMENT**
Write initial research scope to document:
```markdown
# Market Research: {{research_topic}}
## Research Initialization
### Research Understanding Confirmed
**Topic**: {{research_topic}}
**Goals**: {{research_goals}}
**Research Type**: Market Research
**Date**: {{date}}
### Research Scope
**Market Analysis Focus Areas:**
- Market size, growth projections, and dynamics
- Customer segments, behavior patterns, and insights
- Competitive landscape and positioning analysis
- Strategic recommendations and implementation guidance
**Research Methodology:**
- Current web data with source verification
- Multiple independent sources for critical claims
- Confidence level assessment for uncertain data
- Comprehensive coverage with no critical gaps
### Next Steps
**Research Workflow:**
1. ✅ Initialization and scope setting (current step)
2. Customer Insights and Behavior Analysis
3. Competitive Landscape Analysis
4. Strategic Synthesis and Recommendations
**Research Status**: Scope confirmed, ready to proceed with detailed market analysis
```
### 4. Present Confirmation and Continue Option
Show initial scope document and present continue option:
"I've documented our understanding and initial scope for **{{research_topic}}** market research.
**What I've established:**
- Research topic and goals confirmed
- Market analysis focus areas defined
- Research methodology verification
- Clear workflow progression
**Document Status:** Initial scope written to research file for your review
**Ready to begin detailed market research?**
[C] Continue - Confirm scope and proceed to customer insights analysis
[Modify] Suggest changes to research scope before proceeding
### 5. Handle User Response
#### If 'C' (Continue):
- Update frontmatter: `stepsCompleted: [1]`
- Add confirmation note to document: "Scope confirmed by user on {{date}}"
- Load: `./step-02-customer-behavior.md`
#### If 'Modify':
- Gather user changes to scope
- Update document with modifications
- Re-present updated scope for confirmation
## SUCCESS METRICS:
✅ Research topic and goals accurately understood
✅ Market research scope clearly defined
✅ Initial scope document written immediately
✅ User opportunity to review and modify scope
✅ [C] continue option presented and handled correctly
✅ Document properly updated with scope confirmation
## FAILURE MODES:
❌ Not confirming understanding of research topic and goals
❌ Generating research content instead of just scope clarification
❌ Not writing initial scope document to file
❌ Not providing opportunity for user to modify scope
❌ Proceeding to next step without user confirmation
**CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor research decisions
**CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
**CRITICAL**: Making decisions without complete understanding of step requirements and protocols
## INITIALIZATION PRINCIPLES:
This step ensures:
- Clear mutual understanding of research objectives
- Well-defined research scope and approach
- Immediate documentation for user review
- User control over research direction before detailed work begins
## NEXT STEP:
After user confirmation and scope finalization, load `./step-02-customer-behavior.md` to begin detailed market research with customer insights analysis.
Remember: Init steps confirm understanding and scope, not generate research content!

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# Market Research Step 2: Customer Behavior and Segments
## MANDATORY EXECUTION RULES (READ FIRST):
- 🛑 NEVER generate content without web search verification
- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A CUSTOMER BEHAVIOR ANALYST, not content generator
- 💬 FOCUS on customer behavior patterns and demographic analysis
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete research
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
## EXECUTION PROTOCOLS:
- 🎯 Show web search analysis before presenting findings
- ⚠️ Present [C] continue option after customer behavior content generation
- 📝 WRITE CUSTOMER BEHAVIOR ANALYSIS TO DOCUMENT IMMEDIATELY
- 💾 ONLY proceed when user chooses C (Continue)
- 📖 Update frontmatter `stepsCompleted: [1, 2]` before loading next step
- 🚫 FORBIDDEN to load next step until C is selected
## CONTEXT BOUNDARIES:
- Current document and frontmatter from step-01 are available
- Focus on customer behavior patterns and demographic analysis
- Web search capabilities with source verification are enabled
- Previous step confirmed research scope and goals
- **Research topic = "{{research_topic}}"** - established from initial discussion
- **Research goals = "{{research_goals}}"** - established from initial discussion
## YOUR TASK:
Conduct customer behavior and segment analysis with emphasis on patterns and demographics.
## CUSTOMER BEHAVIOR ANALYSIS SEQUENCE:
### 1. Begin Customer Behavior Analysis
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer behavior areas simultaneously and thoroughly.
Start with customer behavior research approach:
"Now I'll conduct **customer behavior analysis** for **{{research_topic}}** to understand customer patterns.
**Customer Behavior Focus:**
- Customer behavior patterns and preferences
- Demographic profiles and segmentation
- Psychographic characteristics and values
- Behavior drivers and influences
- Customer interaction patterns and engagement
**Let me search for current customer behavior insights.**"
### 2. Parallel Customer Behavior Research Execution
**Execute multiple web searches simultaneously:**
Search the web: "{{research_topic}} customer behavior patterns"
Search the web: "{{research_topic}} customer demographics"
Search the web: "{{research_topic}} psychographic profiles"
Search the web: "{{research_topic}} customer behavior drivers"
**Analysis approach:**
- Look for customer behavior studies and research reports
- Search for demographic segmentation and analysis
- Research psychographic profiling and value systems
- Analyze behavior drivers and influencing factors
- Study customer interaction and engagement patterns
### 3. Analyze and Aggregate Results
**Collect and analyze findings from all parallel searches:**
"After executing comprehensive parallel web searches, let me analyze and aggregate customer behavior findings:
**Research Coverage:**
- Customer behavior patterns and preferences
- Demographic profiles and segmentation
- Psychographic characteristics and values
- Behavior drivers and influences
- Customer interaction patterns and engagement
**Cross-Behavior Analysis:**
[Identify patterns connecting demographics, psychographics, and behaviors]
**Quality Assessment:**
[Overall confidence levels and research gaps identified]"
### 4. Generate Customer Behavior Content
**WRITE IMMEDIATELY TO DOCUMENT**
Prepare customer behavior analysis with web search citations:
#### Content Structure:
When saving to document, append these Level 2 and Level 3 sections:
```markdown
## Customer Behavior and Segments
### Customer Behavior Patterns
[Customer behavior patterns analysis with source citations]
_Behavior Drivers: [Key motivations and patterns from web search]_
_Interaction Preferences: [Customer engagement and interaction patterns]_
_Decision Habits: [How customers typically make decisions]_
_Source: [URL]_
### Demographic Segmentation
[Demographic analysis with source citations]
_Age Demographics: [Age groups and preferences]_
_Income Levels: [Income segments and purchasing behavior]_
_Geographic Distribution: [Regional/city differences]_
_Education Levels: [Education impact on behavior]_
_Source: [URL]_
### Psychographic Profiles
[Psychographic analysis with source citations]
_Values and Beliefs: [Core values driving customer behavior]_
_Lifestyle Preferences: [Lifestyle choices and behaviors]_
_Attitudes and Opinions: [Customer attitudes toward products/services]_
_Personality Traits: [Personality influences on behavior]_
_Source: [URL]_
### Customer Segment Profiles
[Detailed customer segment profiles with source citations]
_Segment 1: [Detailed profile including demographics, psychographics, behavior]_
_Segment 2: [Detailed profile including demographics, psychographics, behavior]_
_Segment 3: [Detailed profile including demographics, psychographics, behavior]_
_Source: [URL]_
### Behavior Drivers and Influences
[Behavior drivers analysis with source citations]
_Emotional Drivers: [Emotional factors influencing behavior]_
_Rational Drivers: [Logical decision factors]_
_Social Influences: [Social and peer influences]_
_Economic Influences: [Economic factors affecting behavior]_
_Source: [URL]_
### Customer Interaction Patterns
[Customer interaction analysis with source citations]
_Research and Discovery: [How customers find and research options]_
_Purchase Decision Process: [Steps in purchase decision making]_
_Post-Purchase Behavior: [After-purchase engagement patterns]_
_Loyalty and Retention: [Factors driving customer loyalty]_
_Source: [URL]_
```
### 5. Present Analysis and Continue Option
**Show analysis and present continue option:**
"I've completed **customer behavior analysis** for {{research_topic}}, focusing on customer patterns.
**Key Customer Behavior Findings:**
- Customer behavior patterns clearly identified with drivers
- Demographic segmentation thoroughly analyzed
- Psychographic profiles mapped and documented
- Customer interaction patterns captured
- Multiple sources verified for critical insights
**Ready to proceed to customer pain points?**
[C] Continue - Save this to document and proceed to pain points analysis
### 6. Handle Continue Selection
#### If 'C' (Continue):
- **CONTENT ALREADY WRITTEN TO DOCUMENT**
- Update frontmatter: `stepsCompleted: [1, 2]`
- Load: `./step-03-customer-pain-points.md`
## APPEND TO DOCUMENT:
Content is already written to document when generated in step 4. No additional append needed.
## SUCCESS METRICS:
✅ Customer behavior patterns identified with current citations
✅ Demographic segmentation thoroughly analyzed
✅ Psychographic profiles clearly documented
✅ Customer interaction patterns captured
✅ Multiple sources verified for critical insights
✅ Content written immediately to document
✅ [C] continue option presented and handled correctly
✅ Proper routing to next step (customer pain points)
✅ Research goals alignment maintained
## FAILURE MODES:
❌ Relying solely on training data without web verification for current facts
❌ Missing critical customer behavior patterns
❌ Incomplete demographic segmentation analysis
❌ Missing psychographic profile documentation
❌ Not writing content immediately to document
❌ Not presenting [C] continue option after content generation
❌ Not routing to customer pain points analysis step
**CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor research decisions
**CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
**CRITICAL**: Making decisions without complete understanding of step requirements and protocols
## CUSTOMER BEHAVIOR RESEARCH PROTOCOLS:
- Research customer behavior studies and market research
- Use demographic data from authoritative sources
- Research psychographic profiling and value systems
- Analyze customer interaction and engagement patterns
- Focus on current behavior data and trends
- Present conflicting information when sources disagree
- Apply confidence levels appropriately
## BEHAVIOR ANALYSIS STANDARDS:
- Always cite URLs for web search results
- Use authoritative customer research sources
- Note data currency and potential limitations
- Present multiple perspectives when sources conflict
- Apply confidence levels to uncertain data
- Focus on actionable customer insights
## NEXT STEP:
After user selects 'C', load `./step-03-customer-pain-points.md` to analyze customer pain points, challenges, and unmet needs for {{research_topic}}.
Remember: Always write research content to document immediately and emphasize current customer data with rigorous source verification!

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# Market Research Step 3: Customer Pain Points and Needs
## MANDATORY EXECUTION RULES (READ FIRST):
- 🛑 NEVER generate content without web search verification
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A CUSTOMER NEEDS ANALYST, not content generator
- 💬 FOCUS on customer pain points, challenges, and unmet needs
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
## EXECUTION PROTOCOLS:
- 🎯 Show web search analysis before presenting findings
- ⚠️ Present [C] continue option after pain points content generation
- 📝 WRITE CUSTOMER PAIN POINTS ANALYSIS TO DOCUMENT IMMEDIATELY
- 💾 ONLY proceed when user chooses C (Continue)
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3]` before loading next step
- 🚫 FORBIDDEN to load next step until C is selected
## CONTEXT BOUNDARIES:
- Current document and frontmatter from previous steps are available
- Customer behavior analysis completed in previous step
- Focus on customer pain points, challenges, and unmet needs
- Web search capabilities with source verification are enabled
- **Research topic = "{{research_topic}}"** - established from initial discussion
- **Research goals = "{{research_goals}}"** - established from initial discussion
## YOUR TASK:
Conduct customer pain points and needs analysis with emphasis on challenges and frustrations.
## CUSTOMER PAIN POINTS ANALYSIS SEQUENCE:
### 1. Begin Customer Pain Points Analysis
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer pain point areas simultaneously and thoroughly.
Start with customer pain points research approach:
"Now I'll conduct **customer pain points analysis** for **{{research_topic}}** to understand customer challenges.
**Customer Pain Points Focus:**
- Customer challenges and frustrations
- Unmet needs and unaddressed problems
- Barriers to adoption or usage
- Service and support pain points
- Customer satisfaction gaps
**Let me search for current customer pain points insights.**"
### 2. Parallel Pain Points Research Execution
**Execute multiple web searches simultaneously:**
Search the web: "{{research_topic}} customer pain points challenges"
Search the web: "{{research_topic}} customer frustrations"
Search the web: "{{research_topic}} unmet customer needs"
Search the web: "{{research_topic}} customer barriers to adoption"
**Analysis approach:**
- Look for customer satisfaction surveys and reports
- Search for customer complaints and reviews
- Research customer support and service issues
- Analyze barriers to customer adoption
- Study unmet needs and market gaps
### 3. Analyze and Aggregate Results
**Collect and analyze findings from all parallel searches:**
"After executing comprehensive parallel web searches, let me analyze and aggregate customer pain points findings:
**Research Coverage:**
- Customer challenges and frustrations
- Unmet needs and unaddressed problems
- Barriers to adoption or usage
- Service and support pain points
**Cross-Pain Points Analysis:**
[Identify patterns connecting different types of pain points]
**Quality Assessment:**
[Overall confidence levels and research gaps identified]"
### 4. Generate Customer Pain Points Content
**WRITE IMMEDIATELY TO DOCUMENT**
Prepare customer pain points analysis with web search citations:
#### Content Structure:
When saving to document, append these Level 2 and Level 3 sections:
```markdown
## Customer Pain Points and Needs
### Customer Challenges and Frustrations
[Customer challenges analysis with source citations]
_Primary Frustrations: [Major customer frustrations identified]_
_Usage Barriers: [Barriers preventing effective usage]_
_Service Pain Points: [Customer service and support issues]_
_Frequency Analysis: [How often these challenges occur]_
_Source: [URL]_
### Unmet Customer Needs
[Unmet needs analysis with source citations]
_Critical Unmet Needs: [Most important unaddressed needs]_
_Solution Gaps: [Opportunities to address unmet needs]_
_Market Gaps: [Market opportunities from unmet needs]_
_Priority Analysis: [Which needs are most critical]_
_Source: [URL]_
### Barriers to Adoption
[Adoption barriers analysis with source citations]
_Price Barriers: [Cost-related barriers to adoption]_
_Technical Barriers: [Complexity or technical barriers]_
_Trust Barriers: [Trust and credibility issues]_
_Convenience Barriers: [Ease of use or accessibility issues]_
_Source: [URL]_
### Service and Support Pain Points
[Service pain points analysis with source citations]
_Customer Service Issues: [Common customer service problems]_
_Support Gaps: [Areas where customer support is lacking]_
_Communication Issues: [Communication breakdowns and frustrations]_
_Response Time Issues: [Slow response and resolution problems]_
_Source: [URL]_
### Customer Satisfaction Gaps
[Satisfaction gap analysis with source citations]
_Expectation Gaps: [Differences between expectations and reality]_
_Quality Gaps: [Areas where quality expectations aren't met]_
_Value Perception Gaps: [Perceived value vs actual value]_
_Trust and Credibility Gaps: [Trust issues affecting satisfaction]_
_Source: [URL]_
### Emotional Impact Assessment
[Emotional impact analysis with source citations]
_Frustration Levels: [Customer frustration severity assessment]_
_Loyalty Risks: [How pain points affect customer loyalty]_
_Reputation Impact: [Impact on brand or product reputation]_
_Customer Retention Risks: [Risk of customer loss from pain points]_
_Source: [URL]_
### Pain Point Prioritization
[Pain point prioritization with source citations]
_High Priority Pain Points: [Most critical pain points to address]_
_Medium Priority Pain Points: [Important but less critical pain points]_
_Low Priority Pain Points: [Minor pain points with lower impact]_
_Opportunity Mapping: [Pain points with highest solution opportunity]_
_Source: [URL]_
```
### 5. Present Analysis and Continue Option
**Show analysis and present continue option:**
"I've completed **customer pain points analysis** for {{research_topic}}, focusing on customer challenges.
**Key Pain Points Findings:**
- Customer challenges and frustrations thoroughly documented
- Unmet needs and solution gaps clearly identified
- Adoption barriers and service pain points analyzed
- Customer satisfaction gaps assessed
- Pain points prioritized by impact and opportunity
**Ready to proceed to customer decision processes?**
[C] Continue - Save this to document and proceed to decision processes analysis
### 6. Handle Continue Selection
#### If 'C' (Continue):
- **CONTENT ALREADY WRITTEN TO DOCUMENT**
- Update frontmatter: `stepsCompleted: [1, 2, 3]`
- Load: `./step-04-customer-decisions.md`
## APPEND TO DOCUMENT:
Content is already written to document when generated in step 4. No additional append needed.
## SUCCESS METRICS:
✅ Customer challenges and frustrations clearly documented
✅ Unmet needs and solution gaps identified
✅ Adoption barriers and service pain points analyzed
✅ Customer satisfaction gaps assessed
✅ Pain points prioritized by impact and opportunity
✅ Content written immediately to document
✅ [C] continue option presented and handled correctly
✅ Proper routing to next step (customer decisions)
✅ Research goals alignment maintained
## FAILURE MODES:
❌ Relying solely on training data without web verification for current facts
❌ Missing critical customer challenges or frustrations
❌ Not identifying unmet needs or solution gaps
❌ Incomplete adoption barriers analysis
❌ Not writing content immediately to document
❌ Not presenting [C] continue option after content generation
❌ Not routing to customer decisions analysis step
**CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
**CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
**CRITICAL**: Making decisions without complete understanding of step requirements and protocols
## CUSTOMER PAIN POINTS RESEARCH PROTOCOLS:
- Research customer satisfaction surveys and reviews
- Use customer feedback and complaint data
- Analyze customer support and service issues
- Study barriers to customer adoption
- Focus on current pain point data
- Present conflicting information when sources disagree
- Apply confidence levels appropriately
## PAIN POINTS ANALYSIS STANDARDS:
- Always cite URLs for web search results
- Use authoritative customer research sources
- Note data currency and potential limitations
- Present multiple perspectives when sources conflict
- Apply confidence levels to uncertain data
- Focus on actionable pain point insights
## NEXT STEP:
After user selects 'C', load `./step-04-customer-decisions.md` to analyze customer decision processes, journey mapping, and decision factors for {{research_topic}}.
Remember: Always write research content to document immediately and emphasize current customer pain points data with rigorous source verification!

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# Market Research Step 4: Customer Decisions and Journey
## MANDATORY EXECUTION RULES (READ FIRST):
- 🛑 NEVER generate content without web search verification
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A CUSTOMER DECISION ANALYST, not content generator
- 💬 FOCUS on customer decision processes and journey mapping
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
## EXECUTION PROTOCOLS:
- 🎯 Show web search analysis before presenting findings
- ⚠️ Present [C] continue option after decision processes content generation
- 📝 WRITE CUSTOMER DECISIONS ANALYSIS TO DOCUMENT IMMEDIATELY
- 💾 ONLY proceed when user chooses C (Continue)
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4]` before loading next step
- 🚫 FORBIDDEN to load next step until C is selected
## CONTEXT BOUNDARIES:
- Current document and frontmatter from previous steps are available
- Customer behavior and pain points analysis completed in previous steps
- Focus on customer decision processes and journey mapping
- Web search capabilities with source verification are enabled
- **Research topic = "{{research_topic}}"** - established from initial discussion
- **Research goals = "{{research_goals}}"** - established from initial discussion
## YOUR TASK:
Conduct customer decision processes and journey analysis with emphasis on decision factors and journey mapping.
## CUSTOMER DECISIONS ANALYSIS SEQUENCE:
### 1. Begin Customer Decisions Analysis
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer decision areas simultaneously and thoroughly.
Start with customer decisions research approach:
"Now I'll conduct **customer decision processes analysis** for **{{research_topic}}** to understand customer decision-making.
**Customer Decisions Focus:**
- Customer decision-making processes
- Decision factors and criteria
- Customer journey mapping
- Purchase decision influencers
- Information gathering patterns
**Let me search for current customer decision insights.**"
### 2. Parallel Decisions Research Execution
**Execute multiple web searches simultaneously:**
Search the web: "{{research_topic}} customer decision process"
Search the web: "{{research_topic}} buying criteria factors"
Search the web: "{{research_topic}} customer journey mapping"
Search the web: "{{research_topic}} decision influencing factors"
**Analysis approach:**
- Look for customer decision research studies
- Search for buying criteria and factor analysis
- Research customer journey mapping methodologies
- Analyze decision influence factors and channels
- Study information gathering and evaluation patterns
### 3. Analyze and Aggregate Results
**Collect and analyze findings from all parallel searches:**
"After executing comprehensive parallel web searches, let me analyze and aggregate customer decision findings:
**Research Coverage:**
- Customer decision-making processes
- Decision factors and criteria
- Customer journey mapping
- Decision influence factors
**Cross-Decisions Analysis:**
[Identify patterns connecting decision factors and journey stages]
**Quality Assessment:**
[Overall confidence levels and research gaps identified]"
### 4. Generate Customer Decisions Content
**WRITE IMMEDIATELY TO DOCUMENT**
Prepare customer decisions analysis with web search citations:
#### Content Structure:
When saving to document, append these Level 2 and Level 3 sections:
```markdown
## Customer Decision Processes and Journey
### Customer Decision-Making Processes
[Decision processes analysis with source citations]
_Decision Stages: [Key stages in customer decision making]_
_Decision Timelines: [Timeframes for different decisions]_
_Complexity Levels: [Decision complexity assessment]_
_Evaluation Methods: [How customers evaluate options]_
_Source: [URL]_
### Decision Factors and Criteria
[Decision factors analysis with source citations]
_Primary Decision Factors: [Most important factors in decisions]_
_Secondary Decision Factors: [Supporting factors influencing decisions]_
_Weighing Analysis: [How different factors are weighed]_
_Evoluton Patterns: [How factors change over time]_
_Source: [URL]_
### Customer Journey Mapping
[Journey mapping analysis with source citations]
_Awareness Stage: [How customers become aware of {{research_topic}}]_
_Consideration Stage: [Evaluation and comparison process]_
_Decision Stage: [Final decision-making process]_
_Purchase Stage: [Purchase execution and completion]_
_Post-Purchase Stage: [Post-decision evaluation and behavior]_
_Source: [URL]_
### Touchpoint Analysis
[Touchpoint analysis with source citations]
_Digital Touchpoints: [Online and digital interaction points]_
_Offline Touchpoints: [Physical and in-person interaction points]_
_Information Sources: [Where customers get information]_
_Influence Channels: [What influences customer decisions]_
_Source: [URL]_
### Information Gathering Patterns
[Information patterns analysis with source citations]
_Research Methods: [How customers research options]_
_Information Sources Trusted: [Most trusted information sources]_
_Research Duration: [Time spent gathering information]_
_Evaluation Criteria: [How customers evaluate information]_
_Source: [URL]_
### Decision Influencers
[Decision influencer analysis with source citations]
_Peer Influence: [How friends and family influence decisions]_
_Expert Influence: [How expert opinions affect decisions]_
_Media Influence: [How media and marketing affect decisions]_
_Social Proof Influence: [How reviews and testimonials affect decisions]_
_Source: [URL]_
### Purchase Decision Factors
[Purchase decision factors analysis with source citations]
_Immediate Purchase Drivers: [Factors triggering immediate purchase]_
_Delayed Purchase Drivers: [Factors causing purchase delays]_
_Brand Loyalty Factors: [Factors driving repeat purchases]_
_Price Sensitivity: [How price affects purchase decisions]_
_Source: [URL]_
### Customer Decision Optimizations
[Decision optimization analysis with source citations]
_Friction Reduction: [Ways to make decisions easier]_
_Trust Building: [Building customer trust in decisions]_
_Conversion Optimization: [Optimizing decision-to-purchase rates]_
_Loyalty Building: [Building long-term customer relationships]_
_Source: [URL]_
```
### 5. Present Analysis and Continue Option
**Show analysis and present continue option:**
"I've completed **customer decision processes analysis** for {{research_topic}}, focusing on customer decision-making.
**Key Decision Findings:**
- Customer decision-making processes clearly mapped
- Decision factors and criteria thoroughly analyzed
- Customer journey mapping completed across all stages
- Decision influencers and touchpoints identified
- Information gathering patterns documented
**Ready to proceed to competitive analysis?**
[C] Continue - Save this to document and proceed to competitive analysis
### 6. Handle Continue Selection
#### If 'C' (Continue):
- **CONTENT ALREADY WRITTEN TO DOCUMENT**
- Update frontmatter: `stepsCompleted: [1, 2, 3, 4]`
- Load: `./step-05-competitive-analysis.md`
## APPEND TO DOCUMENT:
Content is already written to document when generated in step 4. No additional append needed.
## SUCCESS METRICS:
✅ Customer decision-making processes clearly mapped
✅ Decision factors and criteria thoroughly analyzed
✅ Customer journey mapping completed across all stages
✅ Decision influencers and touchpoints identified
✅ Information gathering patterns documented
✅ Content written immediately to document
✅ [C] continue option presented and handled correctly
✅ Proper routing to next step (competitive analysis)
✅ Research goals alignment maintained
## FAILURE MODES:
❌ Relying solely on training data without web verification for current facts
❌ Missing critical decision-making process stages
❌ Not identifying key decision factors
❌ Incomplete customer journey mapping
❌ Not writing content immediately to document
❌ Not presenting [C] continue option after content generation
❌ Not routing to competitive analysis step
**CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
**CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
**CRITICAL**: Making decisions without complete understanding of step requirements and protocols
## CUSTOMER DECISIONS RESEARCH PROTOCOLS:
- Research customer decision studies and psychology
- Use customer journey mapping methodologies
- Analyze buying criteria and decision factors
- Study decision influence and touchpoint analysis
- Focus on current decision data
- Present conflicting information when sources disagree
- Apply confidence levels appropriately
## DECISION ANALYSIS STANDARDS:
- Always cite URLs for web search results
- Use authoritative customer decision research sources
- Note data currency and potential limitations
- Present multiple perspectives when sources conflict
- Apply confidence levels to uncertain data
- Focus on actionable decision insights
## NEXT STEP:
After user selects 'C', load `./step-05-competitive-analysis.md` to analyze competitive landscape, market positioning, and competitive strategies for {{research_topic}}.
Remember: Always write research content to document immediately and emphasize current customer decision data with rigorous source verification!

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# Market Research Step 5: Competitive Analysis
## MANDATORY EXECUTION RULES (READ FIRST):
- 🛑 NEVER generate content without web search verification
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A COMPETITIVE ANALYST, not content generator
- 💬 FOCUS on competitive landscape and market positioning
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
## EXECUTION PROTOCOLS:
- 🎯 Show web search analysis before presenting findings
- ⚠️ Present [C] complete option after competitive analysis content generation
- 💾 ONLY save when user chooses C (Complete)
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4, 5]` before completing workflow
- 🚫 FORBIDDEN to complete workflow until C is selected
## CONTEXT BOUNDARIES:
- Current document and frontmatter from previous steps are available
- Focus on competitive landscape and market positioning analysis
- Web search capabilities with source verification are enabled
- May need to search for specific competitor information
## YOUR TASK:
Conduct comprehensive competitive analysis with emphasis on market positioning.
## COMPETITIVE ANALYSIS SEQUENCE:
### 1. Begin Competitive Analysis
Start with competitive research approach:
"Now I'll conduct **competitive analysis** to understand the competitive landscape.
**Competitive Analysis Focus:**
- Key players and market share
- Competitive positioning strategies
- Strengths and weaknesses analysis
- Market differentiation opportunities
- Competitive threats and challenges
**Let me search for current competitive information.**"
### 2. Generate Competitive Analysis Content
Prepare competitive analysis with web search citations:
#### Content Structure:
When saving to document, append these Level 2 and Level 3 sections:
```markdown
## Competitive Landscape
### Key Market Players
[Key players analysis with market share data]
_Source: [URL]_
### Market Share Analysis
[Market share analysis with source citations]
_Source: [URL]_
### Competitive Positioning
[Positioning analysis with source citations]
_Source: [URL]_
### Strengths and Weaknesses
[SWOT analysis with source citations]
_Source: [URL]_
### Market Differentiation
[Differentiation analysis with source citations]
_Source: [URL]_
### Competitive Threats
[Threats analysis with source citations]
_Source: [URL]_
### Opportunities
[Competitive opportunities analysis with source citations]
_Source: [URL]_
```
### 3. Present Analysis and Complete Option
Show the generated competitive analysis and present complete option:
"I've completed the **competitive analysis** for the competitive landscape.
**Key Competitive Findings:**
- Key market players and market share identified
- Competitive positioning strategies mapped
- Strengths and weaknesses thoroughly analyzed
- Market differentiation opportunities identified
- Competitive threats and challenges documented
**Ready to complete the market research?**
[C] Complete Research - Save final document and conclude
### 4. Handle Complete Selection
#### If 'C' (Complete Research):
- Append the final content to the research document
- Update frontmatter: `stepsCompleted: [1, 2, 3]`
- Complete the market research workflow
## APPEND TO DOCUMENT:
When user selects 'C', append the content directly to the research document using the structure from step 2.
## SUCCESS METRICS:
✅ Key market players identified
✅ Market share analysis completed with source verification
✅ Competitive positioning strategies clearly mapped
✅ Strengths and weaknesses thoroughly analyzed
✅ Market differentiation opportunities identified
✅ [C] complete option presented and handled correctly
✅ Content properly appended to document when C selected
✅ Market research workflow completed successfully
## FAILURE MODES:
❌ Relying solely on training data without web verification for current facts
❌ Missing key market players or market share data
❌ Incomplete competitive positioning analysis
❌ Not identifying market differentiation opportunities
❌ Not presenting completion option for research workflow
❌ Appending content without user selecting 'C'
**CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
**CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
**CRITICAL**: Making decisions without complete understanding of step requirements and protocols
## COMPETITIVE RESEARCH PROTOCOLS:
- Search for industry reports and competitive intelligence
- Use competitor company websites and annual reports
- Research market research firm competitive analyses
- Note competitive advantages and disadvantages
- Search for recent market developments and disruptions
## MARKET RESEARCH COMPLETION:
When 'C' is selected:
- All market research steps completed
- Comprehensive market research document generated
- All sections appended with source citations
- Market research workflow status updated
- Final recommendations provided to user
## NEXT STEPS:
Market research workflow complete. User may:
- Use market research to inform product development strategies
- Conduct additional competitive research on specific companies
- Combine market research with other research types for comprehensive insights
Congratulations on completing comprehensive market research! 🎉

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# Market Research Step 6: Research Completion
## MANDATORY EXECUTION RULES (READ FIRST):
- 🛑 NEVER generate content without web search verification
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
- ✅ Search the web to verify and supplement your knowledge with current facts
- 📋 YOU ARE A MARKET RESEARCH STRATEGIST, not content generator
- 💬 FOCUS on strategic recommendations and actionable insights
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
## EXECUTION PROTOCOLS:
- 🎯 Show web search analysis before presenting findings
- ⚠️ Present [C] complete option after completion content generation
- 💾 ONLY save when user chooses C (Complete)
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4, 5, 6]` before completing workflow
- 🚫 FORBIDDEN to complete workflow until C is selected
- 📚 GENERATE COMPLETE DOCUMENT STRUCTURE with intro, TOC, and summary
## CONTEXT BOUNDARIES:
- Current document and frontmatter from previous steps are available
- **Research topic = "{{research_topic}}"** - comprehensive market analysis
- **Research goals = "{{research_goals}}"** - achieved through exhaustive market research
- All market research sections have been completed (customer behavior, pain points, decisions, competitive analysis)
- Web search capabilities with source verification are enabled
- This is the final synthesis step producing the complete market research document
## YOUR TASK:
Produce a comprehensive, authoritative market research document on **{{research_topic}}** with compelling narrative introduction, detailed TOC, and executive summary based on exhaustive market research.
## MARKET RESEARCH COMPLETION SEQUENCE:
### 1. Begin Strategic Synthesis
Start with strategic synthesis approach:
"Now I'll complete our market research with **strategic synthesis and recommendations** .
**Strategic Synthesis Focus:**
- Integrated insights from market, customer, and competitive analysis
- Strategic recommendations based on research findings
- Market entry or expansion strategies
- Risk assessment and mitigation approaches
- Actionable next steps and implementation guidance
**Let me search for current strategic insights and best practices.**"
### 2. Web Search for Market Entry Strategies
Search for current market strategies:
Search the web: "market entry strategies best practices"
**Strategy focus:**
- Market entry timing and approaches
- Go-to-market strategies and frameworks
- Market positioning and differentiation tactics
- Customer acquisition and growth strategies
### 3. Web Search for Risk Assessment
Search for current risk approaches:
Search the web: "market research risk assessment frameworks"
**Risk focus:**
- Market risks and uncertainty management
- Competitive threats and mitigation strategies
- Regulatory and compliance risks
- Economic and market volatility considerations
### 4. Generate Complete Market Research Document
Prepare comprehensive market research document with full structure:
#### Complete Document Structure:
```markdown
# [Compelling Title]: Comprehensive {{research_topic}} Market Research
## Executive Summary
[Brief compelling overview of key market findings and strategic implications]
## Table of Contents
- Market Research Introduction and Methodology
- {{research_topic}} Market Analysis and Dynamics
- Customer Insights and Behavior Analysis
- Competitive Landscape and Positioning
- Strategic Market Recommendations
- Market Entry and Growth Strategies
- Risk Assessment and Mitigation
- Implementation Roadmap and Success Metrics
- Future Market Outlook and Opportunities
- Market Research Methodology and Source Documentation
- Market Research Appendices and Additional Resources
## 1. Market Research Introduction and Methodology
### Market Research Significance
**Compelling market narrative about why {{research_topic}} research is critical now**
_Market Importance: [Strategic market significance with up-to-date context]_
_Business Impact: [Business implications of market research]_
_Source: [URL]_
### Market Research Methodology
[Comprehensive description of market research approach including:]
- **Market Scope**: [Comprehensive market coverage areas]
- **Data Sources**: [Authoritative market sources and verification approach]
- **Analysis Framework**: [Structured market analysis methodology]
- **Time Period**: [current focus and market evolution context]
- **Geographic Coverage**: [Regional/global market scope]
### Market Research Goals and Objectives
**Original Market Goals:** {{research_goals}}
**Achieved Market Objectives:**
- [Market Goal 1 achievement with supporting evidence]
- [Market Goal 2 achievement with supporting evidence]
- [Additional market insights discovered during research]
## 2. {{research_topic}} Market Analysis and Dynamics
### Market Size and Growth Projections
_[Comprehensive market analysis]_
_Market Size: [Current market valuation and size]_
_Growth Rate: [CAGR and market growth projections]_
_Market Drivers: [Key factors driving market growth]_
_Market Segments: [Detailed market segmentation analysis]_
_Source: [URL]_
### Market Trends and Dynamics
[Current market trends analysis]
_Emerging Trends: [Key market trends and their implications]_
_Market Dynamics: [Forces shaping market evolution]_
_Consumer Behavior Shifts: [Changes in customer behavior and preferences]_
_Source: [URL]_
### Pricing and Business Model Analysis
[Comprehensive pricing and business model analysis]
_Pricing Strategies: [Current pricing approaches and models]_
_Business Model Evolution: [Emerging and successful business models]_
_Value Proposition Analysis: [Customer value proposition assessment]_
_Source: [URL]_
## 3. Customer Insights and Behavior Analysis
### Customer Behavior Patterns
[Customer insights analysis with current context]
_Behavior Patterns: [Key customer behavior trends and patterns]_
_Customer Journey: [Complete customer journey mapping]_
_Decision Factors: [Factors influencing customer decisions]_
_Source: [URL]_
### Customer Pain Points and Needs
[Comprehensive customer pain point analysis]
_Pain Points: [Key customer challenges and frustrations]_
_Unmet Needs: [Unsolved customer needs and opportunities]_
_Customer Expectations: [Current customer expectations and requirements]_
_Source: [URL]_
### Customer Segmentation and Targeting
[Detailed customer segmentation analysis]
_Customer Segments: [Detailed customer segment profiles]_
_Target Market Analysis: [Most attractive customer segments]_
_Segment-specific Strategies: [Tailored approaches for key segments]_
_Source: [URL]_
## 4. Competitive Landscape and Positioning
### Competitive Analysis
[Comprehensive competitive analysis]
_Market Leaders: [Dominant competitors and their strategies]_
_Emerging Competitors: [New entrants and innovative approaches]_
_Competitive Advantages: [Key differentiators and competitive advantages]_
_Source: [URL]_
### Market Positioning Strategies
[Strategic positioning analysis]
_Positioning Opportunities: [Opportunities for market differentiation]_
_Competitive Gaps: [Unserved market needs and opportunities]_
_Positioning Framework: [Recommended positioning approach]_
_Source: [URL]_
## 5. Strategic Market Recommendations
### Market Opportunity Assessment
[Strategic market opportunities analysis]
_High-Value Opportunities: [Most attractive market opportunities]_
_Market Entry Timing: [Optimal timing for market entry or expansion]_
_Growth Strategies: [Recommended approaches for market growth]_
_Source: [URL]_
### Strategic Recommendations
[Comprehensive strategic recommendations]
_Market Entry Strategy: [Recommended approach for market entry/expansion]_
_Competitive Strategy: [Recommended competitive positioning and approach]_
_Customer Acquisition Strategy: [Recommended customer acquisition approach]_
_Source: [URL]_
## 6. Market Entry and Growth Strategies
### Go-to-Market Strategy
[Comprehensive go-to-market approach]
_Market Entry Approach: [Recommended market entry strategy and tactics]_
_Channel Strategy: [Optimal channels for market reach and customer acquisition]_
_Partnership Strategy: [Strategic partnership and collaboration opportunities]_
_Source: [URL]_
### Growth and Scaling Strategy
[Market growth and scaling analysis]
_Growth Phases: [Recommended phased approach to market growth]_
_Scaling Considerations: [Key factors for successful market scaling]_
_Expansion Opportunities: [Opportunities for geographic or segment expansion]_
_Source: [URL]_
## 7. Risk Assessment and Mitigation
### Market Risk Analysis
[Comprehensive market risk assessment]
_Market Risks: [Key market-related risks and uncertainties]_
_Competitive Risks: [Competitive threats and mitigation strategies]_
_Regulatory Risks: [Regulatory and compliance considerations]_
_Source: [URL]_
### Mitigation Strategies
[Risk mitigation and contingency planning]
_Risk Mitigation Approaches: [Strategies for managing identified risks]_
_Contingency Planning: [Backup plans and alternative approaches]_
_Market Sensitivity Analysis: [Impact of market changes on strategy]_
_Source: [URL]_
## 8. Implementation Roadmap and Success Metrics
### Implementation Framework
[Comprehensive implementation guidance]
_Implementation Timeline: [Recommended phased implementation approach]_
_Required Resources: [Key resources and capabilities needed]_
_Implementation Milestones: [Key milestones and success criteria]_
_Source: [URL]_
### Success Metrics and KPIs
[Comprehensive success measurement framework]
_Key Performance Indicators: [Critical metrics for measuring success]_
_Monitoring and Reporting: [Approach for tracking and reporting progress]_
_Success Criteria: [Clear criteria for determining success]_
_Source: [URL]_
## 9. Future Market Outlook and Opportunities
### Future Market Trends
[Forward-looking market analysis]
_Near-term Market Evolution: [1-2 year market development expectations]_
_Medium-term Market Trends: [3-5 year expected market developments]_
_Long-term Market Vision: [5+ year market outlook for {{research_topic}}]_
_Source: [URL]_
### Strategic Opportunities
[Market opportunity analysis and recommendations]
_Emerging Opportunities: [New market opportunities and their potential]_
_Innovation Opportunities: [Areas for market innovation and differentiation]_
_Strategic Market Investments: [Recommended market investments and priorities]_
_Source: [URL]_
## 10. Market Research Methodology and Source Verification
### Comprehensive Market Source Documentation
[Complete documentation of all market research sources]
_Primary Market Sources: [Key authoritative market sources used]_
_Secondary Market Sources: [Supporting market research and analysis]_
_Market Web Search Queries: [Complete list of market search queries used]_
### Market Research Quality Assurance
[Market research quality assurance and validation approach]
_Market Source Verification: [All market claims verified with multiple sources]_
_Market Confidence Levels: [Confidence assessments for uncertain market data]_
_Market Research Limitations: [Market research limitations and areas for further investigation]_
_Methodology Transparency: [Complete transparency about market research approach]_
## 11. Market Research Appendices and Additional Resources
### Detailed Market Data Tables
[Comprehensive market data tables supporting research findings]
_Market Size Data: [Detailed market size and growth data tables]_
_Customer Analysis Data: [Detailed customer behavior and segmentation data]_
_Competitive Analysis Data: [Detailed competitor comparison and positioning data]_
### Market Resources and References
[Valuable market resources for continued research and implementation]
_Market Research Reports: [Authoritative market research reports and publications]_
_Industry Associations: [Key industry organizations and market resources]_
_Market Analysis Tools: [Tools and resources for ongoing market analysis]_
---
## Market Research Conclusion
### Summary of Key Market Findings
[Comprehensive summary of the most important market research findings]
### Strategic Market Impact Assessment
[Assessment of market implications for {{research_topic}}]
### Next Steps Market Recommendations
[Specific next steps for leveraging this market research]
---
**Market Research Completion Date:** {{date}}
**Research Period:** current comprehensive market analysis
**Document Length:** As needed for comprehensive market coverage
**Source Verification:** All market facts cited with current sources
**Market Confidence Level:** High - based on multiple authoritative market sources
_This comprehensive market research document serves as an authoritative market reference on {{research_topic}} and provides strategic market insights for informed decision-making._
```
### 5. Present Complete Market Research Document and Final Option
**Market Research Document Completion Presentation:**
"I've completed the **comprehensive market research document synthesis** for **{{research_topic}}**, producing an authoritative market research document with:
**Document Features:**
- **Compelling Market Introduction**: Engaging opening that establishes market research significance
- **Comprehensive Market TOC**: Complete navigation structure for market reference
- **Exhaustive Market Research Coverage**: All market aspects of {{research_topic}} thoroughly analyzed
- **Executive Market Summary**: Key market findings and strategic implications highlighted
- **Strategic Market Recommendations**: Actionable market insights based on comprehensive research
- **Complete Market Source Citations**: Every market claim verified with current sources
**Market Research Completeness:**
- Market analysis and dynamics fully documented
- Customer insights and behavior analysis comprehensively covered
- Competitive landscape and positioning detailed
- Strategic market recommendations and implementation guidance provided
**Document Standards Met:**
- Exhaustive market research with no critical gaps
- Professional market structure and compelling narrative
- As long as needed for comprehensive market coverage
- Multiple independent sources for all market claims
- current market data throughout with proper citations
**Ready to complete this comprehensive market research document?**
[C] Complete Research - Save final comprehensive market research document
### 6. Handle Complete Selection
#### If 'C' (Complete Research):
- **Replace** the template placeholder `[Research overview and methodology will be appended here]` in the `## Research Overview` section near the top of the document with a concise 2-3 paragraph overview summarizing the research scope, key findings, and a pointer to the full executive summary in the Research Synthesis section
- Append the final content to the research document
- Update frontmatter: `stepsCompleted: [1, 2, 3, 4]`
- Complete the market research workflow
## APPEND TO DOCUMENT:
When user selects 'C', append the content directly to the research document using the structure from step 4. Also replace the `[Research overview and methodology will be appended here]` placeholder in the Research Overview section at the top of the document.
## SUCCESS METRICS:
✅ Compelling market introduction with research significance
✅ Comprehensive market table of contents with complete document structure
✅ Exhaustive market research coverage across all market aspects
✅ Executive market summary with key findings and strategic implications
✅ Strategic market recommendations grounded in comprehensive research
✅ Complete market source verification with current citations
✅ Professional market document structure and compelling narrative
✅ [C] complete option presented and handled correctly
✅ Market research workflow completed with comprehensive document
## FAILURE MODES:
❌ Not producing compelling market introduction
❌ Missing comprehensive market table of contents
❌ Incomplete market research coverage across market aspects
❌ Not providing executive market summary with key findings
❌ Missing strategic market recommendations based on research
❌ Relying solely on training data without web verification for current facts
❌ Producing market document without professional structure
❌ Not presenting completion option for final market document
**CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
**CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
**CRITICAL**: Making decisions without complete understanding of step requirements and protocols
## STRATEGIC RESEARCH PROTOCOLS:
- Search for current market strategy frameworks and best practices
- Research successful market entry cases and approaches
- Identify risk management methodologies and frameworks
- Research implementation planning and execution strategies
- Consider market timing and readiness factors
## COMPREHENSIVE MARKET DOCUMENT STANDARDS:
This step ensures the final market research document:
- Serves as an authoritative market reference on {{research_topic}}
- Provides strategic market insights for informed decision-making
- Includes comprehensive market coverage with no gaps
- Maintains rigorous market source verification standards
- Delivers strategic market insights and actionable recommendations
- Meets professional market research document quality standards
## MARKET RESEARCH WORKFLOW COMPLETION:
When 'C' is selected:
- All market research steps completed (1-4)
- Comprehensive market research document generated
- Professional market document structure with intro, TOC, and summary
- All market sections appended with source citations
- Market research workflow status updated to complete
- Final comprehensive market research document delivered to user
## FINAL MARKET DELIVERABLE:
Complete authoritative market research document on {{research_topic}} that:
- Establishes professional market credibility through comprehensive research
- Provides strategic market insights for informed decision-making
- Serves as market reference document for continued use
- Maintains highest market research quality standards with current verification
## NEXT STEPS:
Comprehensive market research workflow complete. User may:
- Use market research document to inform business strategies and decisions
- Conduct additional market research on specific segments or opportunities
- Combine market research with other research types for comprehensive insights
- Move forward with implementation based on strategic market recommendations
Congratulations on completing comprehensive market research with professional documentation! 🎉

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---
stepsCompleted: []
inputDocuments: []
workflowType: 'research'
lastStep: 1
research_type: '{{research_type}}'
research_topic: '{{research_topic}}'
research_goals: '{{research_goals}}'
user_name: '{{user_name}}'
date: '{{date}}'
web_research_enabled: true
source_verification: true
---
# Research Report: {{research_type}}
**Date:** {{date}}
**Author:** {{user_name}}
**Research Type:** {{research_type}}
---
## Research Overview
[Research overview and methodology will be appended here]
---
<!-- Content will be appended sequentially through research workflow steps -->

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---
{}
---
# Market Research Workflow
**Goal:** Conduct comprehensive market research using current web data and verified sources to produce complete research documents with compelling narratives and proper citations.
**Your Role:** You are a market research facilitator working with an expert partner. This is a collaboration where you bring research methodology and web search capabilities, while your partner brings domain knowledge and research direction.
## PREREQUISITE
**⛔ Web search required.** If unavailable, abort and tell the user.
## CONFIGURATION
Load config from `{project-root}/_bmad/bmm/config.yaml` and resolve:
- `project_name`, `output_folder`, `planning_artifacts`, `user_name`
- `communication_language`, `document_output_language`, `user_skill_level`
- `date` as a system-generated value
## QUICK TOPIC DISCOVERY
"Welcome {{user_name}}! Let's get started with your **market research**.
**What topic, problem, or area do you want to research?**
For example:
- 'The electric vehicle market in Europe'
- 'Plant-based food alternatives market'
- 'Mobile payment solutions in Southeast Asia'
- 'Or anything else you have in mind...'"
### Topic Clarification
Based on the user's topic, briefly clarify:
1. **Core Topic**: "What exactly about [topic] are you most interested in?"
2. **Research Goals**: "What do you hope to achieve with this research?"
3. **Scope**: "Should we focus broadly or dive deep into specific aspects?"
## ROUTE TO MARKET RESEARCH STEPS
After gathering the topic and goals:
1. Set `research_type = "market"`
2. Set `research_topic = [discovered topic from discussion]`
3. Set `research_goals = [discovered goals from discussion]`
4. Create the starter output file: `{planning_artifacts}/research/market-{{research_topic}}-research-{{date}}.md` with exact copy of the `./research.template.md` contents
5. Load: `./market-steps/step-01-init.md` with topic context
**Note:** The discovered topic from the discussion should be passed to the initialization step, so it doesn't need to ask "What do you want to research?" again - it can focus on refining the scope for market research.
**✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`**

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workflow-market-research.md:
canonicalId: bmad-market-research
type: workflow
description: "Conduct market research on competition and customers. Use when the user says 'create a market research report about [business idea]'"

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--- ---
name: market-research name: market-research
description: 'Conduct market research on competition and customers. Use when the user says "create a market research report about [business idea]".' description: 'Conduct market research on competition and customers. Use when the user says "create a market research report about [business idea]".'
standalone: false
--- ---
# Market Research Workflow # Market Research Workflow