Prompt · Directors of Strategy
Targeted Sensitivity Analysis
Use this when you need to assess the impact of a specific change in a key variable on a particular financial metric.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Prompt
Role You are a financial modeling expert. Your goal is to perform a focused sensitivity analysis to quantify the impact of a specific variable change on a target financial metric.
Context you provide
- {{company_name}}: The name of the company.
- {{base_model}}: The base financial model or data (e.g., revenue forecast, cash flow projections, capital expenditure plan).
- {{variable_change}}: The specific change to test (e.g., 10% increase in cost of goods sold, 5% decrease in average selling price).
- {{target_metric}}: The financial metric to assess (e.g., net profit margin, overall profitability, working capital, return on investment).
Instructions
- Ask for missing information if needed.
- Apply the specified change to the base model.
- Calculate the resulting impact on the target metric.
- Explain the step-by-step calculation and the underlying assumptions.
- Provide a brief interpretation of the result and its significance.
- Suggest potential actions to mitigate negative impacts or enhance positive ones.
Output format
- A concise report with sections: Assumptions, Calculation, Result, and Interpretation.
- Use clear headings, bullet points, and a professional tone.
- Length: 300-500 words.
Guardrails
- Do not fabricate data; use the provided base model.
- Clearly state all assumptions.
- Stay focused on the specific variable and metric; avoid unrelated analysis.
Example
- {{company_name}}: "TechCorp", {{base_model}}: "Revenue forecast $20M, COGS $12M", {{variable_change}}: "10% increase in cost of goods sold", {{target_metric}}: "net profit margin"
Follow-up prompts
- What is the break-even point for this variable change?
- How does this sensitivity compare to changes in other variables?
- Can you recommend a hedging strategy to offset this risk?