One Chart Opportunity Framework

A "One Chart Business" is when a single compelling trend chart reveals a massive market shift, creating business opportunities. Here's how to identify and capitalize on these opportunities.

What Makes a One Chart Business

  • Single chart shows dramatic market shift over time
  • Chart alone can serve as entire business plan
  • Reveals clear opportunity for new business models
  • Shows fundamental change in consumer behavior or market dynamics

Key Examples

Cremation Industry

  • Cremation rates increased from 3% (1960s) to over 50% (2020)
  • Created opportunities for:
    • Direct-to-consumer cremation services
    • B2B cremation logistics
    • SEO and digital marketing in death care
    • Pre-planning services

Other Notable One Chart Examples

  • Mobile Gaming Growth (Vungle case study)
    • Founder saw mobile gaming adoption chart
    • Built mobile ad network worth $750M
  • Internet Growth (Amazon case study)
    • Bezos saw 2,300% internet growth rate
    • Led to leaving job to start internet business

Modern One Chart Opportunities (per Steph Smith)

  • Genome mapping costs dropped 100,000% in 15 years
  • College tuition outpacing earnings by 10x
  • Cyber insurance loss ratios increasing despite higher rates
  • Men under 30 not having sex tripled in last decade
  • Sleep reduction from 8 to 6.8 hours on average
  • Car electronics cost increasing from 5% to 50% of total cost

How to Act on One Chart Opportunities

  • Look for dramatic shifts in adoption or behavior
  • Identify second-order consequences of the trend
  • Find underserved aspects of growing market
  • Build businesses that capitalize on the fundamental shift
  • Focus on markets where trend indicates sustained growth
04:03 - 05:27
Full video: 58:33
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.

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