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The Data Looks Bad — But Is It? Here's When You Should Ignore Your Metrics (and When to Panic).

Ishaan Agarwal

created: June 27, 2025, 5 p.m. | updated: June 30, 2025, 1:50 p.m.

But here's what they don't tell you: Being data-driven doesn't mean reacting to every data point like it's a fire alarm. The same principle applies to product metrics. Related: 5 Steps to Creating Metrics That Matter for Your CompanyDecision frameworkSo, when should you actually panic? They were obsessing over user acquisition metrics while missing the bigger picture: Their fraud rates were climbing faster than their legitimate transaction volume. What happens if you panic and you're wrong?

4 months, 1 week ago: Entrepreneur