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Data Is the Only Moat

Arvid Kahl · 13 Mar 2026

Read the piece on thebootstrappedfounder.com ↗

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  1. I believe that data - real-world data, mostly human-generated, validated, and cleaned - is the only reliable moat we have as software founders in the near and mid-term future.
  2. If you run a software business that is purely transformative - that takes incoming data, does something to it, and turns the data back out - that will be a problem.
  3. Making your software business an API-first business is probably one of the smartest things you can do today.

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