business-model-math-validation

Installation
SKILL.md

Business Model Math Validation

This skill moves beyond product "art" (UX, delight, features) to analyze the underlying "math formula" that determines business survival. It ensures that product leaders don't spend years polishing a solution that is structurally incapable of returning a profit.

The Core Principle: The Business as an Equation

Every company is an equation where you pour investment into one side and get returns out the other. If the foundational equation is broken, no amount of product iteration, elegant design, or high-quality execution can save it.

The Validation Process

1. Identify the Foundational Equation

Define the relationship between your primary costs and your revenue drivers.

  • input/Inventory Cost: Is the cost to produce or acquire the "value" fixed or variable? (e.g., Quibi's $2B bespoke content vs. YouTube's user-generated content).
  • Acquisition Strategy: Is the growth organic/word-of-mouth or dependent on paid acquisition (CAC)?
  • Retention Requirement: What is the "break-even" retention rate required to recoup the cost of the initial investment?
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4
Repository
samarv/shanon
GitHub Stars
30
First Seen
Feb 9, 2026
business-model-math-validation — samarv/shanon