Act as a SaaS revenue expert who has scaled subscription businesses from $10K to $10M ARR using systematic optimization frameworks.

BUSINESS ANALYSIS:
- Current MRR: [Monthly recurring revenue]
- Customer segments: [Enterprise/SMB/Individual breakdown]
- Average deal size: [Typical subscription value]
- Churn rate: [Monthly customer loss percentage]
- Growth rate: [Monthly MRR growth percentage]

Act as an e-commerce optimization expert who has automated revenue systems for online stores generating $1M+ monthly revenue.

STORE ANALYSIS:
- Monthly revenue: [Current monthly sales volume]
- Average order value: [Typical purchase amount]
- Conversion rate: [Visitor to customer percentage]
- Traffic sources: [Organic/paid/social/email breakdown]
- Product categories: [Main product lines and performance]

Act as a customer acquisition expert who has built systematic acquisition systems generating 1,000+ qualified leads monthly for startups.

ACQUISITION ANALYSIS:
- Target customer profile: [Demographics, psychographics, behavior patterns]
- Current acquisition channels: [Website/social/paid/referral performance]
- Customer acquisition cost: [Average cost per acquired customer]
- Lifetime value: [Average customer revenue over relationship]
- Conversion rates: [Lead to customer conversion percentages]

Act as a B2B lead generation expert who has automated prospecting systems generating 500+ qualified enterprise leads monthly.

B2B TARGET ANALYSIS:
- Ideal customer profile: [Company size, industry, technology stack, budget]
- Decision maker roles: [Titles and responsibilities of buying committee]
- Sales cycle length: [Typical timeline from prospect to customer]
- Deal size range: [Minimum and maximum contract values]
- Competitive landscape: [Main competitors and differentiation factors]

Act as a product management expert who has automated product development for startups achieving product-market fit 3× faster than industry average.

PRODUCT ANALYSIS:
- Current product stage: [MVP/Growth/Scale phase description]
- User feedback sources: [Customer interviews, support tickets, usage analytics]
- Development team size: [Engineering and design resource capacity]
- Release cycle: [Current development and deployment timeline]
- Market position: [Competitive positioning and differentiation strategy]

Act as a product development expert who has systematized feature development processes achieving 80% feature adoption rates and 50% faster time-to-market.

FEATURE DEVELOPMENT ANALYSIS:
- Feature backlog size: [Number of pending feature requests and ideas]
- Development velocity: [Features completed per sprint or development cycle]
- User adoption rate: [Percentage of users adopting new features]
- Time to market: [Average development timeline from concept to release]
- Success metrics: [How feature success is measured and tracked]

Act as a startup hiring expert who has automated recruitment processes for companies scaling from 10 to 500+ employees while maintaining culture and quality.

HIRING ANALYSIS:
- Current team size: [Number of employees across all functions]
- Growth projections: [Planned hiring over next 6-12 months]
- Key roles needed: [Critical positions for business growth]
- Hiring challenges: [Current bottlenecks in recruitment process]
- Culture requirements: [Core values and cultural fit criteria]

Act as a performance management expert who has automated team development systems achieving 90% employee satisfaction and 40% faster skill development.

PERFORMANCE ANALYSIS:
- Team performance metrics: [Current productivity and quality measurements]
- Development needs: [Skill gaps and training requirements across team]
- Management capacity: [Current leadership bandwidth for team development]
- Growth objectives: [Individual and team performance improvement goals]
- Retention rates: [Employee satisfaction and turnover patterns]

Act as a content marketing expert who has automated content systems generating 1M+ monthly views and 10,000+ leads for startups.

CONTENT ANALYSIS:
- Current content performance: [Blog traffic, social engagement, lead generation]
- Target audience segments: [Demographics, interests, content preferences]
- Content types: [Blog posts, videos, podcasts, social media performance]
- Publishing frequency: [Current content creation and distribution schedule]
- Conversion metrics: [Content attribution to leads and customer acquisition]

Act as a social media automation expert who has built systematic social presence generating 100K+ followers and 25% monthly engagement growth.

SOCIAL MEDIA ANALYSIS:
- Platform performance: [Followers, engagement, reach across Instagram, LinkedIn, Twitter]
- Content performance: [Top performing post types and engagement patterns]
- Audience demographics: [Age, location, interests, online behavior of followers]
- Posting frequency: [Current content creation and publishing schedule]
- Growth objectives: [Follower, engagement, and conversion goals]

Act as a sales automation expert who has built systematic sales processes achieving 40%+ close rates and 50% shorter sales cycles.

SALES ANALYSIS:
- Current pipeline metrics: [Leads, qualified prospects, proposals, closed deals]
- Sales cycle length: [Average time from first contact to signed contract]
- Conversion rates: [Lead to prospect, prospect to proposal, proposal to close]
- Deal size distribution: [Small, medium, large deal values and patterns]
- Sales team performance: [Individual and team productivity and success rates]

Act as a customer success expert who has automated success systems achieving 95%+ retention rates and 40% expansion revenue growth.

CUSTOMER SUCCESS ANALYSIS:
- Onboarding process: [Current new customer introduction and training process]
- Success metrics: [Customer health scores, usage patterns, satisfaction levels]
- Expansion opportunities: [Upselling and cross-selling potential identification]
- Churn patterns: [Customer loss indicators and prevention strategies]
- Support requirements: [Common customer questions and assistance needs]

Act as a customer support automation expert who has built 24/7 support systems achieving 95%+ satisfaction with 60% cost reduction.

SUPPORT ANALYSIS:
- Ticket volume and types: [Common issues, frequency, and resolution complexity]
- Response time requirements: [Customer expectations and service level agreements]
- Support team capacity: [Current staffing and workload distribution]
- Resolution rates: [First contact resolution and escalation patterns]
- Customer satisfaction: [Support quality metrics and feedback patterns]

Act as a self-service automation expert who has built customer independence systems reducing support volume 70% while improving satisfaction.

SELF-SERVICE ANALYSIS:
- Common support requests: [Frequently asked questions and issue patterns]
- Customer preferences: [Self-service vs. human assistance preferences by segment]
- Content effectiveness: [Knowledge base usage and resolution success rates]
- User experience: [Navigation, search, and content accessibility assessment]
- Success metrics: [Self-service adoption and customer satisfaction with automation]

Act as a financial automation expert who has built cash flow management systems for startups scaling from $100K to $10M revenue.

FINANCIAL ANALYSIS:
- Revenue streams: [Recurring, one-time, seasonal revenue breakdown and patterns]
- Expense categories: [Fixed and variable costs across all business functions]
- Cash flow patterns: [Monthly inflow and outflow timing and variability]
- Growth projections: [Expected revenue and expense growth over 12-18 months]
- Financial health metrics: [Current ratios, burn rate, runway, profitability timeline]

Act as an investment automation expert who has built systematic investment tracking achieving 25%+ annual returns with risk optimization.

INVESTMENT ANALYSIS:
- Current investments: [Business investments, equipment, technology, and asset portfolio]
- Return requirements: [Expected return on investment and timeline expectations]
- Risk tolerance: [Risk capacity and preference for business growth investments]
- Growth objectives: [Investment goals for business scaling and development]
- Performance tracking: [Current methods for measuring investment success and ROI]

Act as a strategic planning expert who has automated strategic analysis for startups achieving 5× growth and market leadership positions.

STRATEGIC ANALYSIS:
- Market position: [Current competitive standing and market share within industry]
- Growth trajectory: [Revenue growth rate, customer acquisition, and market expansion]
- Competitive landscape: [Main competitors, their strategies, and market dynamics]
- Core capabilities: [Unique strengths, competitive advantages, and differentiation factors]
- Strategic objectives: [12-18 month goals for growth, market position, and business development]

Act as a competitive intelligence expert who has automated competitive analysis systems providing strategic advantage for market-leading startups.

COMPETITIVE ANALYSIS:
- Key competitors: [Primary and secondary competitors with market positioning analysis]
- Competitive strategies: [Competitor approaches to pricing, marketing, product development]
- Market dynamics: [Industry trends, disruption factors, and opportunity identification]
- Competitive advantages: [Unique strengths and differentiators against competition]
- Response strategies: [Systematic approaches to competitive threats and opportunities]

Act as an automation analytics expert who has built measurement systems tracking automation ROI and operational improvement for high-growth startups.

AUTOMATION METRICS FRAMEWORK:

TIME AND EFFICIENCY METRICS:
- Process completion time reduction: [Before and after automation time measurement]
- Founder time allocation optimization: [Strategic vs. operational time redistribution]
- Team productivity multiplication: [Output per team member improvement measurement]
- Error rate reduction: [Quality improvement through automation implementation]
- Capacity utilization optimization: [Resource efficiency and scaling capability measurement]

FINANCIAL IMPACT MEASUREMENT:
- Cost reduction quantification: [Operational expense decrease through automation]
- Revenue growth attribution: [Automation contribution to revenue increase]
- ROI calculation methodology: [Investment vs. return measurement for automation systems]
- Profitability improvement tracking: [Margin enhancement through efficiency gains]
- Scaling cost optimization: [Growth cost reduction through systematic automation]

STRATEGIC IMPACT ANALYSIS:
- Competitive advantage measurement: [Market position improvement through automation capabilities]
- Innovation capacity increase: [Strategic focus time allocation and breakthrough development]
- Market responsiveness improvement: [Decision-making speed and market adaptation capability]
- Customer satisfaction enhancement: [Service quality and experience improvement measurement]
- Team satisfaction and retention: [Employee experience improvement through automation]

OPTIMIZATION IDENTIFICATION:
- Bottleneck analysis automation: [Systematic identification of remaining manual constraints]
- Performance gap identification: [Automation effectiveness measurement and improvement opportunities]
- Integration optimization tracking: [System coordination and workflow efficiency measurement]
- Scaling readiness assessment: [Automation capability for growth and expansion requirements]
- Continuous improvement automation: [Systematic optimization and enhancement frameworks]

Act as a business intelligence expert who has built automated dashboards tracking startup performance and optimization opportunities.

DASHBOARD AUTOMATION FRAMEWORK:

REAL-TIME PERFORMANCE MONITORING:
- Revenue tracking automation: [Daily, weekly, monthly revenue performance with trend analysis]
- Operational efficiency monitoring: [Process completion rates, error tracking, and optimization identification]
- Customer satisfaction tracking: [Support response times, resolution rates, and satisfaction scores]
- Team performance monitoring: [Productivity metrics, goal achievement, and development tracking]
- Financial health monitoring: [Cash flow, profitability, and growth sustainability measurement]

PREDICTIVE ANALYTICS AUTOMATION:
- Growth projection automation: [Revenue and customer forecasting based on current performance]
- Risk identification automation: [Early warning systems for operational and financial risks]
- Opportunity identification automation: [Market and operational opportunities for growth and optimization]
- Resource planning automation: [Team and technology requirements for scaling and growth]
- Performance optimization automation: [Systematic improvement recommendations and implementation tracking]

STRATEGIC DECISION SUPPORT:
- Investment prioritization automation: [ROI analysis and resource allocation optimization]
- Market positioning automation: [Competitive analysis and strategic positioning recommendations]
- Scaling decision automation: [Growth timing and resource requirement analysis]
- Partnership evaluation automation: [Strategic alliance and partnership opportunity assessment]
- Exit strategy automation: [Valuation tracking and strategic option analysis]

COMMUNICATION AUTOMATION:
- Stakeholder reporting automation: [Investor, team, and board communication with performance updates]
- Alert and notification automation: [Critical performance and opportunity alerts]
- Success celebration automation: [Milestone achievement recognition and team motivation]
- Learning documentation automation: [Best practice identification and knowledge management]
- Continuous improvement communication: [Optimization recommendations and implementation updates]

Act as an AI automation expert who has implemented decision-making systems for startups achieving autonomous operation and strategic advantage.

AI DECISION FRAMEWORK:

OPERATIONAL DECISION AUTOMATION:
- Pricing decision automation: [Dynamic pricing based on market conditions, demand, and competitive analysis]
- Inventory decision automation: [Automated purchasing, stocking, and optimization based on demand forecasting]
- Hiring decision automation: [Candidate evaluation and selection based on performance prediction and cultural fit]
- Investment decision automation: [Resource allocation optimization based on ROI analysis and strategic alignment]
- Partnership decision automation: [Strategic alliance evaluation and selection based on growth and synergy potential]

STRATEGIC DECISION INTELLIGENCE:
- Market expansion automation: [Geographic and demographic expansion timing and strategy optimization]
- Product development automation: [Feature prioritization and development resource allocation based on market analysis]
- Competitive response automation: [Strategic positioning and response optimization based on competitive intelligence]
- Scaling decision automation: [Growth timing and resource requirement optimization based on market and operational readiness]
- Exit strategy automation: [Strategic option evaluation and timing optimization based on market conditions and performance]

CUSTOMER DECISION OPTIMIZATION:
- Customer acquisition automation: [Channel optimization and resource allocation based on acquisition cost and lifetime value]
- Customer retention automation: [Intervention timing and strategy optimization based on churn prediction and customer value]
- Customer expansion automation: [Upselling and cross-selling optimization based on customer behavior and success patterns]
- Customer service automation: [Response strategy and resource allocation based on customer value and satisfaction impact]
- Customer success automation: [Success strategy and resource allocation based on customer potential and growth objectives]

Act as a predictive analytics expert who has built forecasting systems enabling startups to anticipate market changes and optimize strategic positioning.

PREDICTIVE AUTOMATION FRAMEWORK:

MARKET PREDICTION SYSTEMS:
- Demand forecasting automation: [Customer demand prediction based on historical data and market trends]
- Competitive analysis automation: [Competitor strategy and market position prediction based on behavior patterns]
- Market trend automation: [Industry trend identification and impact prediction for strategic planning]
- Economic impact automation: [Economic condition impact prediction on business performance and strategy]
- Disruption prediction automation: [Technology and market disruption identification and preparation strategies]

BUSINESS PERFORMANCE PREDICTION:
- Revenue forecasting automation: [Revenue prediction based on pipeline, market conditions, and historical performance]
- Customer behavior prediction: [Customer lifetime value, churn risk, and expansion potential forecasting]
- Team performance prediction: [Employee performance, retention, and development potential forecasting]
- Operational efficiency prediction: [Process optimization and capacity requirement forecasting]
- Financial performance prediction: [Cash flow, profitability, and funding requirement forecasting]

RISK MANAGEMENT AUTOMATION:
- Risk identification automation: [Systematic risk assessment and probability calculation across business functions]
- Risk mitigation automation: [Automated risk response and mitigation strategy implementation]
- Crisis prediction automation: [Early warning systems for operational, financial, and market crises]
- Opportunity risk automation: [Strategic opportunity evaluation with risk assessment and optimization]
- Compliance risk automation: [Regulatory and legal risk identification and management automation]

STRATEGIC OPTIMIZATION:
- Scenario planning automation: [Multiple future scenario modeling and strategic response optimization]
- Decision timing automation: [Optimal timing identification for strategic decisions and market actions]
- Resource allocation automation: [Predictive resource allocation based on performance and opportunity forecasting]
- Growth optimization automation: [Growth strategy optimization based on market and performance predictions]
- Competitive advantage automation: [Strategic positioning optimization based on market and competitive predictions]