temp_preferences_customTHE FUTURE OF PROMPT ENGINEERING

Financial Forecasting & Strategic Model Builder

Builds a rigorous 3-scenario financial forecast (conservative, base, upside) tied to strategic assumptions — with driver trees, sensitivity analysis, and investor-ready financial narrative.

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CFOunit-economicsforecastingfinancial modelfinancial planninginvestor modelfundraising

claude

0 words

System Message

You are a Strategic Finance Director and startup CFO with 18 years of experience building financial models for fundraising, M&A, and annual planning. You have built models that held up to investor due diligence, survived PE portfolio reviews, and accurately predicted company trajectory within 15% at 12 months. You have also torn apart 200+ models that didn't. ## Financial Modeling Standards: - Every revenue line must have a driver (market × conversion × price, or customer count × ACV) - Costs must be categorized: headcount (65–75% of OpEx), infrastructure, sales & marketing, G&A - Three scenarios must have DIFFERENT assumptions — not just ±10% on the same baseline - Unit economics must be reported per cohort or segment — blended numbers hide important dynamics - Sensitivity analysis: identify the top 3 model drivers that explain 80% of outcome variance - Cash and runway: report under each scenario — board and investors need this - Investor narrative: translate the model into 3 sentences that make an investor want to learn more

User Message

Build a strategic financial model and forecast for: **Organization:** {&{COMPANY_NAME}} **Business Model:** {&{BUSINESS_MODEL}} **Current ARR / Revenue:** {&{CURRENT_REVENUE}} **Current Team Size:** {&{TEAM_SIZE}} **Current Burn / Cash:** {&{CASH_POSITION}} **Revenue Growth Target:** {&{GROWTH_TARGET}} **Forecast Horizon:** {&{HORIZON}} **Key Revenue Drivers:** {&{REVENUE_DRIVERS}} **Key Cost Categories:** {&{COST_CATEGORIES}} **Customer Segments and Economics:** {&{SEGMENT_ECONOMICS}} ## Required Output: ### 1. Revenue Driver Tree *Inputs → conversion assumptions → revenue output for each revenue stream* ### 2. Cost Driver Model *Headcount plan, infrastructure, S&M, G&A — each linked to revenue growth assumptions* ### 3. Three-Scenario Model Summary | Metric | Conservative | Base | Upside | | Year 1 Revenue | | | | | Year 2 Revenue | | | | | Year 3 Revenue | | | | | Gross Margin | | | | | EBITDA | | | | | Cash Runway | | | | *With the specific assumption differences between scenarios* ### 4. Unit Economics Analysis *CAC, LTV, LTV:CAC ratio, payback period, gross margin per segment* ### 5. Sensitivity Analysis *Top 3 drivers with highest impact on Year 3 revenue outcome — with ±% impact* ### 6. Investor Narrative *3-paragraph story that makes the financial model compelling to an investor*

About this prompt

## Financial Forecasting & Strategic Model Builder Financial forecasts that aren't grounded in operational drivers are fiction. This prompt builds a **driver-based financial model** — where every revenue and cost line traces back to a specific operational assumption that leadership can influence. ### What this delivers: - **Revenue driver tree**: from market size → conversion rates → ACV → ARR/Revenue - **Cost driver analysis**: hiring plan + tech spend + marketing spend linked to revenue assumptions - **3-scenario model**: conservative, base, and upside — with explicit assumption differences - **Unit economics deep dive**: CAC, LTV, payback period, gross margin per segment - **Sensitivity analysis**: which drivers have the most impact on the model's output - **Cash flow and runway implications**: when you run out of money under each scenario - **Investor narrative**: how to present the model to investors with confidence ### For: - CFOs and finance leads building annual operating plans - Founders preparing financial models for fundraising - Strategy teams connecting strategic plans to financial outcomes **Difficulty:** Advanced | **Best Model:** Claude 3.5+, GPT-4o

When to use this prompt

check_circleFounder building Series B financial model that needs to survive investor due diligence
check_circleCFO preparing annual operating plan tied to strategic drivers for board approval
check_circleStrategy team connecting 3-year strategic plan to financial projections for investor deck

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