Complete AI Training

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.

All 24 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. 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

  1. Ask for missing information if needed.
  2. Apply the specified change to the base model.
  3. Calculate the resulting impact on the target metric.
  4. Explain the step-by-step calculation and the underlying assumptions.
  5. Provide a brief interpretation of the result and its significance.
  6. 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?