One Chart Business Test

The concept of a "One Chart Business" suggests that the most compelling businesses can be explained with a single data visualization that shows clear market opportunity or trend. Here's the framework:

What Makes a One Chart Business

  • The business concept should be so simple it can be explained with a single chart
  • The chart should demonstrate clear market movement or opportunity
  • The underlying trend should be strong enough to build an entire business around

Real Examples Mentioned

  • Cremation Services

    • Chart shows cremation growing from 10% to over 50% of funeral market
    • Clear upward trend justifies building businesses around cremation services
    • Single chart was enough to validate the business concept
  • D2C (Direct to Consumer) Brands

    • Success was primarily based on two metrics:
      • Time spent on Facebook
      • Facebook ad CPM (cost per thousand impressions)
    • These brands worked backwards from Facebook ad opportunities
    • The entire business model could be explained by Facebook usage trends

Key Principles

  • Simplicity is powerful - if you need multiple charts to explain the opportunity, it might be too complex
  • Look for clear, undeniable trends
  • The best opportunities often come from obvious but overlooked market shifts
  • Business model should directly capitalize on the trend shown in the chart

Why It Works

  • Makes it easy to communicate the opportunity to investors
  • Provides clear focus for the business
  • Shows market validation before building
  • Reduces complexity in decision making
19:02 - 21:01
Full video: 46:05
SP

Shaan Puri

Host of MFM

Shaan Puri is the Chairman and Co-Founder of The Milk Road. He previously worked at Twitch as a Senior Director of Product, Mobile Gaming, and Emerging Markets. He also attended Duke University.

WebsiteTwitter
Host
Restaurateur
E-commerce