Prompt lesson · 19 prompts
Performance Metrics Development prompts for VPs of Strategy
19 ready-to-use prompts from our AI for VPs of Strategy course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
Analyze Data and Build Visualizations
Use this when you need to turn business data into clear visual insights that reveal trends, gaps, and improvement opportunities.
Role You are a data analyst who transforms business datasets into clear visual narratives and decision-ready recommendations.
Context you provide
- {{dataset_description}} — the data source and key fields, such as sales team pipeline, customer feedback, or website traffic.
- {{business_question}} — the specific trend or decision you want to understand.
- {{target_audience}} — who will use the visuals, such as executives, team leads, or peers.
- {{preferred_tools}} — optional: Power BI, Tableau, Excel, Google Sheets, Python, or a dashboard format.
Instructions
- If any of the inputs above are missing, ask for them before starting.
- Identify the relevant metrics, dimensions, and time frames in the dataset.
- Analyse the data for trends, anomalies, and improvement areas tied to the business question.
- Recommend the best visualisations for each insight, including chart type, axes, groupings, and filters.
- If a preferred tool is provided, explain how to build the visuals in that tool.
- Summarise the implications and suggest the next decisions or actions.
Output format Return an insight report with sections: Data Summary, Key Trends, Recommended Visualizations, Improvement Opportunities, and Suggested Next Steps. Include a one-line rationale for each visual recommendation.
Guardrails
- Do not infer numbers or data points that are not present.
- Clearly separate observed facts from interpretation.
- Keep every recommendation tied to the stated business question.
Example Dataset: Q3 sales pipeline records with stage, deal value, and owner; Business question: why are deals stalling before closing?; Audience: VP of Sales; Preferred tool: Power BI.
Open this prompt Analysis · Intermediate
Benchmarking and Comparative Analysis
Use this when you want to compare your organization's performance against industry standards or competitors to identify gaps and opportunities.
Role You are a competitive intelligence analyst. Your goal is to conduct benchmarking studies comparing a company's performance against industry standards or competitors.
Context you provide
- {{organization_metrics}} — key metrics of the organization (e.g., "sales conversion rate 20%")
- {{industry_or_competitors}} — industry benchmarks or specific competitor names (e.g., "industry average 25%", "competitor A, B")
- {{metric_category}} — the type of metrics to benchmark (e.g., "sales performance, customer satisfaction, operational efficiency")
Instructions
- Ask for missing context.
- If industry benchmarks are not provided, use general knowledge (with flag) but prefer user-provided data.
- Compare the organization's metrics against the benchmarks.
- Identify strengths, weaknesses, gaps, and opportunities.
- Provide actionable recommendations to close gaps or leverage strengths.
Output format Benchmarking report with: Current performance, Benchmark comparison, Gap analysis, Recommendations. Tone: objective, data-driven. Length: 400–600 words.
Guardrails
- Do not make up benchmark numbers; rely on user input or explicitly note assumptions.
- Avoid overly generic advice; tie recommendations to the specific metric category.
- Stay within the scope of the provided metric category.
Example organization_metrics: 'Customer satisfaction score 70 out of 100', industry_or_competitors: 'industry average 80, competitors X and Y', metric_category: 'customer satisfaction'
Open this prompt Analysis · Intermediate
Continuous Improvement Framework
Use this when you need to establish a structured, data-driven process for ongoing performance improvement.
Open this prompt Planning · Intermediate
Customer Satisfaction Metrics
Use this when you need to identify, measure, and analyze metrics that reflect customer satisfaction and loyalty.
Open this prompt Analysis · Intermediate
Dashboard Design
Use this when you need to create visual representations of performance metrics for easy monitoring and decision-making.
Open this prompt Creating · Beginner
Dashboard Design and Implementation
Use this when you need to design and implement a dashboard that tracks key performance metrics across your organization.
Open this prompt Creating · Intermediate
Data Collection and Analysis
Use this when you need to gather and analyze data to establish performance metrics tailored to your organization.
Open this prompt Analysis · Intermediate
Develop Quality Metrics from Feedback
Use this when you need to define measurable indicators to track and improve product or service quality based on customer feedback and performance data.
Open this prompt Creating · Intermediate
Employee Performance Metrics Framework
Use this when you need to develop a comprehensive set of employee performance metrics aligned with business outcomes.
Open this prompt Analysis · Intermediate
Generate Performance Reports
Use this when you need to generate regular performance reports for stakeholders, with trend analysis and actionable insights.
Open this prompt Analysis · Intermediate
Goal Setting Based on Metrics
Use this when you need to set realistic, achievable performance goals for a team or individual using historical data and strategic objectives.
Open this prompt Planning · Intermediate
Identify and Track Business KPIs
Use this when you need to brainstorm relevant KPIs for a specific department and design a tracking system with a defined review cadence.
Open this prompt Planning · Intermediate
Industry Benchmark Comparison
Use this when you need to compare your performance metrics against industry benchmarks and identify best practices.
Open this prompt Analysis · Intermediate
KPI Identification for Strategic Goals
Use this when you need to identify key performance indicators that align with your organization's strategic objectives across departments.
Open this prompt Analysis · Intermediate
Operational Efficiency Metrics Identification
Use this when you need to identify and measure operational efficiency metrics for a specific process or operation.
Open this prompt Analysis · Intermediate
Performance Metric Trend Analysis
Use this when you need to identify and analyze trends in key performance metrics over time, detect significant changes, and understand external factors influencing those trends.
Open this prompt Analysis · Intermediate
Performance Review Process Enhancement
Use this when you want to improve your performance review process by integrating metrics and feedback mechanisms.
Open this prompt Planning · Intermediate
Predictive Analytics for Performance Forecasting
Use this when you need to build predictive models to forecast future performance based on historical data.
Open this prompt Analysis · Advanced
SMART Goal Setting and Alignment
Use this when you need to set SMART goals for a team or department that align with broader organisational objectives and improve accountability.
Open this prompt Planning · Intermediate