12 October 2026 · 3 min read
Code and features are no longer a moat
If it can be described, it can increasingly be rebuilt by someone else. What to do when your product is easier to copy than it used to be.
By Mati Bot
What changed
For most of the software era, building was the hard part. A feature that took a team three months to ship was a feature a competitor needed months to copy, after first noticing it, planning it and staffing it. That delay was a quiet moat, and most companies never had to name it.
AI coding tools have compressed it. A capable person with good tools can describe what your product does and have a working version far faster than before. Screenshots, a demo video and your public docs are often enough of a spec. The gap between "they launched it" and "we have it too" keeps shrinking.
This doesn't mean software is worthless. It means the software alone stops being the reason customers stay.
Signs your moat is mostly code
- Your best answer to "why you?" is a feature list.
- A customer could describe your product in a paragraph an AI could build from.
- Competitors match your releases faster than they used to.
- Your pricing depends on functionality that is turning into a commodity.
What still protects you
Code is rarely the whole story. Around every product there are things that are much harder to copy: the data it has accumulated, the workflows customers have built on top of it, integrations, trust, and the people who understand how your customers' businesses really work. Those are the moats worth investing in.
What to do about it
- Stop competing on feature count. Assume any feature you ship can be matched. Ship anyway, but don't make it your story.
- Use the same tools yourself. If building is cheaper for competitors, it is cheaper for you too. A small team can now ship what used to take a department.
- Move value into what accumulates. Data, history, configuration and relationships grow with use. Features don't.
- Make switching about more than the software. Onboarding, support, templates and the knowledge your team brings to each customer are all part of the product.
- Look for the parts customers can't describe. If it can't be put into a prompt, it is much harder to copy.
Where we come in
In the Moat & AI audit we separate the parts of your product that are easy to rebuild from the parts that are not, and plan where your effort should go. See the services.
More from the moat check
- Your know-how is a moat, until it walks out the doorAt risk
- Customer trust holds, and AI can buy you more time for itHolds
- When building gets cheap, distribution is the moatHolds
- Proprietary data gets more valuable with every model releaseDeepens
- Domain expertise is slow to copy, and AI helps you scale itDeepens