Lesson 3 of 6
Where the moat is
7 min read
If the thin version is easy to copy, where does a real advantage come from? Usually one of four places.
Four places a moat hides
A moat is anything that makes you genuinely hard to copy. For AI products, four keep showing up: proprietary data nobody else has, deep integration into a workflow people already use, distribution (you can reach users cheaply), and a niche you understand better than anyone.
The model is rented and shared. The moat is the part that's yours: your data, your place in the workflow, your audience, your niche.
Why these defend you
Each raises the cost of copying you in a different way. Proprietary data: a copycat can rent the same model, but not your unique data — so your answers stay better. Deep integration: once you're wired into someone's daily tools, leaving you is expensive. Distribution: if you already reach the users cheaply, rivals must pay to catch up. Niche: deep understanding of one narrow domain beats a generic tool for those users.
You rarely need all four. One real moat, defended well, is enough to outlast the clones.
Beware fake moats: a clever prompt, a prettier screen, or "we were first" all fade fast. Ask the honest question — what would a well-funded copycat still not have?
The shape of it
- —The moat is what's yours, not the rented model: data, integration, distribution, or niche.
- —Each one raises the cost of copying you in a different way.
- —Pick one you can actually build, then defend it.
Two apps summarize medical papers with the same model. One is wired into a hospital records system doctors already use all day. Where's its moat?
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