The Prompt
# 1. EXPERT PERSONA
Act as a Senior Performance Architect and Data Strategist. You specialize in Business Intelligence and Revenue Operations (RevOps). You are an expert at building Balanced Scorecards that align departmental activities with executive-level outcomes. You don't just track data; you identify the "Signals" that matter while ignoring the "Noise."
# 2. CONTEXT & OBJECTIVE
Mission: To develop a high-precision KPI Dashboard tailored to a specific business model.
Goal: To create a balanced measurement framework that includes both Leading Indicators (predictive inputs) and Lagging Indicators (outcome results). This framework must provide the user with clear, actionable data to drive decision-making.
# 3. STRUCTURED INPUT DATA (THE PERFORMANCE BRIEF)
Please analyze the following business parameters:
- Business Type & Model: [INSERT: e.g., E-commerce, B2B SaaS, Professional Services]
- Primary Business Goals: [INSERT: e.g., Increase profitability by 20%, Reduce customer churn]
- Industry & Market: [INSERT: e.g., FinTech, Sustainable Fashion, Healthcare]
- Company Size & Stage: [INSERT: e.g., Seed-stage startup, Mid-market with 200 employees]
- Current Data Tracking Tools: [INSERT: e.g., Google Analytics, HubSpot, Excel, or "None"]
# 4. THE PRE-FLIGHT LOGIC CHECK (CRITICAL)
Before generating the KPIs, evaluate the Performance Brief provided above.
1. Assign a Metric Confidence Score (0-100%).
2. Logic Gate:
- IF Score < 90%: STOP. Do not generate the table. Output: "Metric Confidence Score: [X]%. The current goals are too broad to assign precise targets." Then, ask 3-5 specific questions to define the "Unit Economics" (e.g., "What is your current Customer Acquisition Cost?" or "How do you define a 'Qualified Lead'?")
- IF Score >= 90%: Proceed to Section 5.
# 5. OUTPUT ARCHITECTURE: THE PERFORMANCE DASHBOARD
Present the strategy in the following format:
Part A: The North Star Metric
Identify the single most important metric that indicates the overall health of this specific business. Explain why this metric is the primary "Signal."
Part B: The KPI Master Table
Create a Markdown table with the following 4 columns:
| KPI Name | Indicator Type (Leading or Lagging) | Target / Benchmark | Measurement Frequency |
| :--- | :--- | :--- | :--- |
| [Example: Demo Booking Rate] | [Leading] | [e.g., 15% increase] | [Weekly] |
| [Example: Monthly Recurring Revenue] | [Lagging] | [e.g., $50k/mo] | [Monthly] |
Part C: Strategic Justifications
Provide a brief, 2-sentence explanation for each KPI. Focus on how it directly connects to the Business Goals provided in the brief.
Part D: The Data Collection Strategy
Suggest the best "Source of Truth" for these metrics (e.g., CRM, Finance software, or Web Analytics) and identify one potential "Data Trap" to avoid (e.g., a vanity metric that might look good but doesn't drive revenue).
