← All Projects

Equity Valuation · Financial Modelling

Breakeven Revenue
Valuation

A theoretically grounded equity valuation tool that derives the revenue a company must achieve to justify its current market capitalisation — with interactive peer-group comparison across comparable firms.

Python Plotly Streamlit yfinance DCF Modelling Equity Valuation
Full Report ↗

DCF

Based Framework

Peer

Group Comparison

Live

Market Data

Any

Public Company

01 / Problem

Equity valuation requires revenue projections — which are guesses

Traditional DCF valuation requires analysts to forecast revenue 5–10 years forward — an exercise that introduces enormous uncertainty. A more grounded question is the inverse: given the current market price and reasonable margin/growth assumptions, what revenue must the company achieve to make the investment fair value?

02 / Approach

Inverting the DCF to derive implied revenue

The tool inverts the standard DCF model: instead of projecting revenue to compute a fair value, it takes the current market capitalisation as the target and solves for the revenue path required to justify it under user-specified margin, WACC, and terminal growth assumptions.

Market data (market cap, revenue, margins) is fetched live via yfinance. The breakeven revenue is displayed alongside the actual revenue of comparable peer companies, giving analysts an intuitive sense of whether the implied revenue is achievable. Interactive Plotly charts allow scenario analysis across assumption sets.

03 / Result

A market-implied sanity check for any public company

For any publicly traded company, the tool answers: "What does the market believe this company will earn?" — framed as a revenue target rather than a stock price. This reframing makes equity valuation more intuitive and actionable for analysts who think in operating metrics rather than discount rates. The full methodology is documented in the companion report.

Key Features
  • Inverted DCF to derive market-implied revenue
  • Live market cap and financials via yfinance
  • User-configurable WACC, margins, and terminal growth
  • Peer group comparison with interactive Plotly charts
  • Works for any publicly traded company