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Power Prompting Key Principles

Specific financial context gets you better models. Elkar understands finance - use the right terminology and be precise about your assumptions.

Structure First

Define the model framework before diving into calculations

Layer Complexity

Build step-by-step rather than asking for everything at once

State Assumptions

Be explicit about your financial assumptions and methodology

Format intentionally

Be precise about layout, colors, and structure to guide the AI toward a professional result

Iterate and Refine

If a response isn’t exactly what you wanted. Keep refining your prompt with more details. Elkar’s chat is designed to help you iterate. Ask for clarifications, tweaks, or new directions anytime!

Good vs. Bad Financial Prompts

  • DCF Models
  • Forecasting
  • Valuation
  • LBO
  • M&A
Vague: “Build a DCF model”Specific: “Build a 5-year DCF model for a SaaS company with current revenue of $50M, 25% growth rate declining to 15%, and 20% EBITDA margins expanding to 30%”Why it works: Timeframe, company type, key assumptions, growth trajectory

Use Financial Terminology

Margins & Growth

“EBITDA margins expanding 200bps annually”“Net working capital as % of revenue”

Valuation & Returns

“Terminal value using exit multiple of 12x EBITDA”“WACC of 10% with 30% debt/equity ratio”
Pro tip: Start simple with core assumptions, then layer in complexity. Each prompt should build on the previous structure.

Live Demo: Building a DCF

Get Advanced DCF Prompt

Build a full, professional-grade DCF model for a SaaS company with monthly forecasts over 2 years. Include detailed assumptions (subscription revenue by cohort, churn, CAC, headcount ramp, salaries, margins, taxes, capex, working capital). Structure the model across cleanly separated sheets: Inputs, Monthly Forecast, Free Cash Flow, Valuation (with both perpetuity and exit multiple), Sensitivity Analysis, and a Summary Dashboard with charts (FCF, valuation waterfall, CAC payback). Format using standard financial modeling best practices: clean layout, blue input cells, consistent formatting, borders, and named ranges. Include transparent formulas, dynamic links to Inputs, and annotate key calculations for clarity like in investment banking models

Quick Reference

  • EBITDA - Earnings before interest, taxes, depreciation, amortization
  • WACC - Weighted average cost of capital
  • FCF - Free cash flow (operating cash flow minus capex)
  • LTV/CAC - Lifetime value to customer acquisition cost ratio
  • ARR - Annual recurring revenue
  • Blue cells for inputs and assumptions
  • Black cells for calculations
  • Separate sheets for inputs, calculations, outputs
  • Named ranges for key variables
  • Consistent formatting throughout

Ready to try ? Let’s share our tips!

Start with a simple DCF prompt above, then join our Discord community to learn advanced techniques from finance professionals!