Number Guessing Builds Intuition

A framework for developing business intuition by making educated guesses about company metrics and comparing them to actual numbers.

The Guessing Process

  • Always guess before hearing any number to develop intuition
  • When wrong, brain remembers and helps hone gut instinct
  • Compare predictions to actuals to calibrate judgment

Example Case Study: EasyBrain (Gaming Company)

Predictions vs Actuals:

  • Revenue
    • Prediction: $400M/year
    • Actual: $210M (2020)
  • Profit
    • Prediction: $90M/year
    • Actual: $70M
  • Acquisition Price
    • Prediction: $852M
    • Actual: $640M + $125M earnout ($765M total)
  • Daily Active Users
    • Prediction: 25M
    • Actual: 12M across 15 games

Additional Context:

  • Company had 750M total lifetime installs
  • Operates 15 live games
  • Acquired in February (3 months prior to discussion)
  • Based in Cyprus

Key Takeaways

  • Making predictions helps develop pattern recognition
  • Even experienced entrepreneurs can be off by 2x on metrics
  • Multiple metrics should be considered together (revenue, profit, users)
  • Regular practice of prediction improves accuracy over time
06:05 - 06:21
Full video: 46:45
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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