Graham's Animal Test

Paul Graham's "Animal Test" is a simple but powerful framework for evaluating founders and their potential for success, focusing on their raw drive and intensity rather than traditional metrics.

Core Concept

• Can you describe the person as "an animal"?
• Refers to tenacity, intensity, and speed with which someone moves
• More predictive of success than analytical factors like market or product

Why It Works

• Strong predictor of outsized success
• People with "animal" qualities:
  • Figure things out quickly
  • Break through plateaus
  • Get through obstacles
  • Move with intensity
  • Show relentless drive

Implementation

• Look beyond traditional analysis:
  • Less focus on market analysis
  • Less emphasis on product details
  • Less weight on industry knowledge
• Focus on founder characteristics:
  • Speed of execution
  • Problem-solving ability
  • Raw determination
  • Intensity level

Common Mistakes

• Overlooking founder intensity for:
  • Great market opportunity
  • Strong product concept
• Betting on "soft" or "timid" founders who:
  • Lack aggression
  • Don't know their numbers
  • Can't provide clarity on progress
  • Get overwhelmed easily

Investment Strategy

• Bet on people when they can be described as "animals"
• Higher predictor of success than traditional metrics
• Focus on intrinsic drive over external factors
• Look for demonstrated intensity and execution ability