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Collaboration

Hope is Not a Strategy (Why Guessing is Expensive)

The Problem

Product team has two ideas for the homepage redesign. They debate for 3 weeks. Everyone has an opinion. VP picks the one they like. Launch it to everyone. Traffic drops 15%. Oops. Meanwhile, a competitor runs 5 A/B tests a week, learns what works, and iterates constantly. Guessing is expensive. Hoping your idea works is not a strategy—it's gambling with the business. Yet companies do this constantly: launch features with no tests, change pricing without experiments, redesign apps based on HiPPO (Highest Paid Person's Opinion) instead of data. It's like a manufacturing plant changing the production process without testing—sure, maybe it works, but probably you just bricked the line.

The Principle

Test everything. A/B test product changes, pricing, messaging, features—anything customers interact with. Set up experiments with control groups so you know what actually caused the change. Make exper...

Action Steps

1.Step 1 content...

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