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My First Million

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artificial intelligence

Successive AI Business Model Waves with Short Defensibility Windows

Timeframe: Each wave lasts 12-24 months before commoditization

What's Changing

AI enabling multiple companies to quickly build similar solutions in waves, but most get commoditized as AI models improve and integrate features.

Driving Forces

Rapid AI model capability improvements

Low barriers to entry for AI-powered tools

Fast follower dynamics in AI space

Platform companies integrating AI features natively

Winners

  • Companies building defensible moats beyond AI features
  • Marketplaces and network effect businesses using AI
  • First movers who can capture and retain users before commoditization

Losers

  • Single-feature AI companies without defensibility
  • Companies building on easily replicable AI use cases
  • Late entrants to already crowded AI categories

How to Position Yourself

1

Focus on defensible business models that use AI as enhancement

2

Build network effects and data moats alongside AI features

3

Move fast in new AI categories before commoditization

4

Consider marketplace or platform models rather than tools

Early Signals to Watch

Multiple similar AI companies getting funded simultaneouslyMajor platforms announcing competing featuresUser acquisition costs rising rapidly in AI categoriesAI model providers releasing new capabilities

Example Implementation

Instead of building another AI copywriting tool, build a marketplace for AI practitioners or a platform that uses AI to enhance existing workflows.