Number Guessing Builds Intuition
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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: 46:45SP
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.