Financial Analysis
Professional Roles • Finance & Accounting
Build a financial model for [business/project]: Purpose: [valuation, budgeting, forecasting, etc.] Business: [description] Timeframe: [forecast period] Key drivers: [revenue and cost drivers] Data available: [historical data] Model structure: - Revenue projections by stream - Cost structure (fixed vs variable) - Capital requirements - Working capital assumptions - Depreciation and amortization - Tax considerations - Sensitivity analysis variables - Scenario modeling (base, optimistic, pessimistic) - Key metrics (IRR, NPV, payback, margins) - Output summaries and dashboards
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Analyze variances for [department/company] for [period]: Actual results: [summarize] Budget/forecast: [planned amounts] Key variances: [which line items] Material threshold: [what's significant] Analyze: - Revenue variances (volume vs price) - Expense variances by category - Favorable vs unfavorable - Root cause analysis for material variances - Trend vs prior periods - Impact on full-year outlook - Management actions taken/needed - Forecast revisions recommended - Executive summary Format for leadership review.
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Note: ChatGPT and Perplexity will open with the prompt pre-filled. For Claude and Gemini, you'll need to paste the prompt manually.
Analyze profitability for [product/customer/segment]: Scope: [what you're analyzing] Cost data: [available cost information] Revenue: [sales data] Time period: [period] Goal: [what decision needs to be made] Analysis components: - Revenue by category - Direct costs allocation - Indirect costs allocation methodology - Contribution margin by segment - Gross vs net profitability - Customer/product ranking - Profitability trends - Benchmark comparison - Strategic recommendations - Action items
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Note: ChatGPT and Perplexity will open with the prompt pre-filled. For Claude and Gemini, you'll need to paste the prompt manually.
Develop scenario analysis for [business decision/situation]: Decision: [what you're evaluating] Base case assumptions: [current plan] Uncertainties: [key variables] Time horizon: [period] Stakeholders: [decision makers] Create scenarios: - Scenario definitions (3-4 scenarios) - Key assumption differences - Financial impact modeling - Probability assessment - Risk and opportunity identification - Strategic implications - Trigger points for each scenario - Recommended actions by scenario - Monitoring metrics - Decision framework
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Note: ChatGPT and Perplexity will open with the prompt pre-filled. For Claude and Gemini, you'll need to paste the prompt manually.
Evaluate this investment opportunity: Investment: [description] Amount required: [capital] Expected returns: [projections] Timeframe: [holding period] Risk factors: [risks] Alternatives: [other options] Evaluate: - Cash flow projections - NPV calculation (with discount rate rationale) - IRR and MIRR - Payback period - Profitability index - Risk assessment (qualitative and quantitative) - Sensitivity analysis - Break-even analysis - Strategic fit - Recommendation with rationale
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Note: ChatGPT and Perplexity will open with the prompt pre-filled. For Claude and Gemini, you'll need to paste the prompt manually.
Create a cash flow forecast for [business/project]: Business: [description] Forecast period: [timeframe] Seasonality: [patterns] Growth plans: [expansion plans] Payment terms: [AR/AP terms] Current cash: [starting position] Forecast components: - Operating cash flows (weekly/monthly) - Receivables collection schedule - Payables payment schedule - Capex requirements - Debt service - Minimum cash balance requirement - Peak funding needs - Surplus/deficit periods - Financing strategy - Scenario analysis
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Note: ChatGPT and Perplexity will open with the prompt pre-filled. For Claude and Gemini, you'll need to paste the prompt manually.
Design a financial KPI dashboard for [audience/purpose]: Audience: [executives, board, department] Business: [type and size] Current challenges: [what needs visibility] Decisions supported: [what dashboard informs] Data sources: [available systems] Dashboard design: - 5-8 key metrics with definitions - Leading vs lagging indicators - Visualization type for each - Comparison periods (YoY, budget, etc.) - Drill-down capabilities - Alert thresholds - Update frequency - Layout and grouping - Narrative/commentary section - Action items tracking
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Note: ChatGPT and Perplexity will open with the prompt pre-filled. For Claude and Gemini, you'll need to paste the prompt manually.
Create an executive financial summary for [period]: Period: [timeframe] Audience: [board, investors, executives] Performance: [high-level results] Key events: [significant items] Format: [presentation, memo, report] Summary components: - Headlines (3-4 key takeaways) - Financial highlights (revenue, profit, cash) - Performance vs expectations - Key metrics and trends - Significant events/transactions - Outlook and guidance - Risks and opportunities - Strategic initiatives update - Appendix items Keep to 1-2 pages with visuals.
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Note: ChatGPT and Perplexity will open with the prompt pre-filled. For Claude and Gemini, you'll need to paste the prompt manually.
