Ideas worth thinking about.
Insights on building, launching, and validating software products.

We Audited 12 Vibe-Coded Apps. Here's What We Found
12 founders. 12 apps built with Lovable, Bolt, and Cursor. The same 6 problems keep showing up, and most of them are not what you think.
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Why Most Startups Fail (And What the Ones That Survive Do Differently)
Most startups don't fail because the idea was bad. They fail because founders make the same avoidable mistakes before and after launch. Here is what to do instead.
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What Separates Startup Ideas That Work From Ones That Don't
After scoring dozens of startup ideas across every category, the same patterns keep showing up. Here's what the high-scoring ones have in common.
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Clubhouse Scored 61/100. The Idea Was Fine. The Timing Wasn't.
Clubhouse raised $110 million and hit a $4 billion valuation in under a year. Our evaluator scores it 61/100. The number is right, but the risk flags tell the real story.
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Vine Scored 74/100. So Why Did It Fail?
Vine had a genuinely good idea. Our evaluator scores it 74/100 - Solid. The failure had nothing to do with the concept, and everything to do with execution.
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Quibi Scored 42/100 on Our Idea Evaluator. Here's the Full Breakdown.
We ran Quibi's original pitch through our free business idea evaluator. The tool flagged every reason it failed before a single dollar was raised.
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