Stop Copying App Store Screenshots. Build the Tool That Keeps You Up Debugging for a Week.

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There is a piece of advice that circulates constantly on social media. Go to the app store, find something popular, copy what it does, and build your own version. It gets repeated so often that it starts to sound like wisdom. It is not wisdom. It is a shortcut that works for almost nobody who actually tries it.

Why this advice falls apart in practice

Copying an existing app gives you a feature list, not a reason to finish building it. The moment something breaks, and something always breaks, you need a reason to keep going that has nothing to do with the screenshot you copied. If your only motivation was that the app looked popular, that motivation runs out the first time you spend three days stuck on a bug nobody is paying you to fix.

I learned this directly while building Product Nerve AI. There were nights where nothing worked, where a fix created two new problems, where it would have been completely reasonable to walk away. The only reason I did not was that the problem I was solving was real and personal to me. It was not borrowed from someone else app store listing.

The actual test worth using

Here is a better way to decide what to build. Think about whether the problem has genuinely kept you occupied. Not in a casual way, but in the way where you are still thinking about it three days later, still trying to find a workaround, still annoyed that it has not been solved properly yet. If a problem can hold your attention for a week without you getting bored of it, it is probably worth building something for.

This does not mean you need a grand vision or a five year plan. It means the frustration has to be real enough that fixing it for yourself feels worth the time, even before anyone else is involved.

Build for yourself first

Every project I have built this year started as something for me. Product Slice HQ started because I needed one place to put my own resources. Product Nerve AI started because I kept running into the same wall while mentoring founders. AttriHub started because I personally needed faster campaign tracking and got tired of waiting on developers.

In every case, I was not designing for an imagined user persona. I was designing for the person sitting in front of the screen, which was me. Once each tool actually worked for my own use, it became obvious that other people had been dealing with the exact same frustration the whole time. That is usually how it goes. If a problem is bothering you specifically, it is very likely bothering other people too, quietly, without anyone talking about it online.

Skip the trending app, find your own wall

The next time someone tells you to scroll the app store for inspiration, ignore it. Instead, pay attention to what keeps annoying you in your own work, your own tools, your own daily routine. That annoyance is a far more reliable starting point than anything you could copy from someone else product.

Build the thing that solves your own problem first. If it is good enough to keep you motivated through a difficult week of debugging, it is probably good enough for other people too.

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