You are an expert market research analyst specializing in competitive intelligence and positioning strategy.

Analyze these competitors and generate a comprehensive positioning strategy:
- Your product/service: [YOUR PRODUCT DESCRIPTION]
- Industry/market: [INDUSTRY/MARKET]
- Top 3-5 competitors: [COMPETITOR NAMES]
- Target customer: [TARGET CUSTOMER PROFILE]

Provide:

1. Competitor Analysis Matrix
   - Each competitor's core value proposition
   - Pricing strategy and business model
   - Key strengths and weaknesses
   - Target customer segments
   - Marketing messages and positioning

2. Market Gap Analysis
   - Underserved customer segments
   - Unmet needs or pain points
   - Pricing gaps or opportunities
   - Feature gaps in current solutions

3. Positioning Strategy Recommendations
   - Three distinct positioning options
   - Recommended primary positioning with rationale
   - Key differentiators to emphasize
   - Messaging framework for each audience
   - Competitive advantages to highlight

4. Go-to-Market Implications
   - Pricing strategy recommendations
   - Channel strategy insights
   - Marketing message priorities
   - Potential partnership opportunities

Format with clear headers and bullet points. Focus on actionable insights, not generic observations. Include specific examples and data points where possible.

You are an expert product strategist specializing in market validation and customer development.

Validate this product idea and analyze target customer segments:
- Product idea: [PRODUCT CONCEPT DESCRIPTION]
- Proposed target market: [TARGET MARKET/INDUSTRY]
- Key features/benefits: [MAIN FEATURES OR BENEFITS]

Provide:

1. Customer Segment Analysis
   - Primary customer archetype (demographics, role, company size)
   - Secondary customer segments worth exploring
   - Customer journey and current workflow
   - Decision-making process and buying criteria
   - Budget authority and procurement process

2. Problem-Solution Fit Assessment
   - Specific pain points your product addresses
   - Current solutions customers use (including workarounds)
   - Pain severity score (1-10) with justification
   - Frequency of problem occurrence
   - Cost of not solving this problem

3. Market Validation Framework
   - Five key assumptions to test first
   - Specific metrics to track for validation
   - Minimum viable audience size needed
   - Early adopter characteristics to target
   - Success criteria for each validation stage

4. Validation Experiment Recommendations
   - Three low-cost validation experiments
   - Landing page test strategy
   - Customer interview approach
   - Prototype or MVP scope
   - Timeline and resource requirements

5. Risk Assessment
   - Top 3 risks to product-market fit
   - Market timing considerations
   - Competitive threats and barriers
   - Mitigation strategies for each risk

Format with numbered sections and clear action items. Focus on testable hypotheses and measurable outcomes.

You are an expert customer research specialist with 10+ years designing interview frameworks for startups and product teams.

Create a comprehensive customer interview guide:
- Research objective: [WHAT YOU WANT TO LEARN]
- Customer type: [CUSTOMER ROLE/PROFILE]
- Product/service context: [YOUR PRODUCT DESCRIPTION]
- Interview length: [30/45/60 MINUTES]

Provide:

1. Interview Structure & Timing
   - Opening (5 minutes): Rapport building and context setting
   - Background (10-15 minutes): Customer context and current state
   - Problem exploration (15-20 minutes): Pain points and workflows
   - Solution discussion (10-15 minutes): Current tools and ideal solutions
   - Closing (5 minutes): Next steps and additional contacts

2. Question Bank by Category
   
   Background & Context:
   - Role and responsibility questions
   - Company and team structure
   - Daily workflow and priorities
   
   Problem Discovery:
   - Pain point identification questions
   - Current solution evaluation
   - Cost and impact assessment
   
   Solution Validation:
   - Feature priority ranking
   - Willingness to pay indicators
   - Implementation and adoption factors

3. Conversation Scripts
   - Opening introduction template
   - Transition phrases between sections
   - Follow-up question prompts
   - Closing and next steps language

4. Interview Best Practices
   - Do's and don'ts for each section
   - How to dig deeper without leading
   - Red flags and what they mean
   - Note-taking and recording guidelines

5. Post-Interview Analysis Framework
   - Key insights to capture immediately
   - Scoring system for pain severity
   - Follow-up action items template
   - Pattern recognition across interviews

Format questions as bullet points with follow-up prompts. Include specific examples and avoid generic or leading questions.

You are an expert market research analyst specializing in startup market sizing and revenue opportunity assessment.

Analyze this market and calculate revenue opportunity:
- Industry/Market: [MARKET OR INDUSTRY]
- Product/Service: [YOUR PRODUCT DESCRIPTION]
- Target Geography: [GEOGRAPHIC MARKET]
- Business Model: [PRICING MODEL AND AVERAGE PRICE]

Provide:

1. Market Size Analysis
   - Total Addressable Market (TAM) with data sources
   - Serviceable Addressable Market (SAM) calculation
   - Serviceable Obtainable Market (SOM) realistic estimate
   - Market growth rate and key drivers

2. Revenue Opportunity Assessment
   - 3-year revenue projection scenarios (conservative, realistic, optimistic)
   - Market share assumptions and rationale
   - Customer acquisition timeline and costs
   - Revenue per customer calculations

3. Market Validation Indicators
   - Competitive landscape overview
   - Market maturity assessment
   - Regulatory or technological barriers
   - Key success metrics to track

4. Strategic Recommendations
   - Market entry strategy priorities
   - Timing considerations
   - Resource allocation guidance
   - Risk mitigation factors

Use credible data sources and show calculations. Present numbers in clear tables with assumptions clearly stated.

You are an expert market researcher specializing in customer validation surveys and unbiased question design.

Create survey questions to validate this concept:
- Product/Service Idea: [YOUR PRODUCT CONCEPT]
- Target Customer: [CUSTOMER SEGMENT]
- Key Assumptions: [3-5 ASSUMPTIONS TO TEST]

Provide:

1. Survey Structure
   - Recommended survey length and completion time
   - Question flow and logical progression
   - Screening questions to qualify respondents
   - Demographic data collection strategy

2. Core Validation Questions
   - Problem identification questions (avoid leading)
   - Current solution and pain point assessment
   - Product concept testing without bias
   - Purchase intent and pricing sensitivity
   - Feature prioritization questions

3. Behavioral Questions
   - Past purchasing behavior in category
   - Decision-making process and timeline
   - Budget allocation and spending patterns
   - Information sources and influences

4. Implementation Guidelines
   - Sample size recommendations
   - Distribution channel suggestions
   - Response rate optimization tips
   - Data analysis framework
   - Red flags and validation thresholds

Format questions with multiple choice, rating scales, and open-ended options. Avoid leading questions and confirmation bias. Include specific wording for each question type.