Framework

The Defensibility Score Is Collapsing

The assumption that capital buys sustainable technological moats is no longer reliable. Run the audit honestly.

How it works

  1. 1Ask: can a competitor replicate your core product with AI tools in a weekend? If yes, that is not a moat.
  2. 2Score yourself 0–3 on defensibility. Most software startups today score zero — and that is honest, not catastrophic.
  3. 3List what you actually have beyond code: community, data, brand, distribution, relationships.
  4. 4Identify which features could be vibe-coded overnight and stop calling them differentiators.
  5. 5Incumbents in AI have structural advantages due to CapEx and hardware. Build around them, not against them.

Hear it on the podcast

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