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Data thinking vs. product thinking

Mixpanel

However, if we built an event funnel in our product analytics, one that examines what users are doing several steps before potentially reaching the chat feature, we might find that the engagement drop-off was actually happening a screen or two earlier, maybe due to a poorly designed series of buttons or UI flow. Create counter metrics.

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How to be the go-to engineer for product analytics

Mixpanel

As data-driven product development continues to balloon in popularity, so does the need for accurate and sophisticated implementation of analytics tracking in software products. And this pattern creates lots of problems —both for the engineering team and the product itself. But what if you could save everyone from this insidious peril?

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Always implement analytics as part of feature development. Here’s why.

Mixpanel

When engineers implement features, they write code. When engineers add analytics events to new features, they add additional analytics code to their new feature code. This is when they should make changes to the code like implementing analytics because this is when their understanding of the code is at its peak.

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Why it’s never too early to add product analytics to your app

Mixpanel

So it’s tempting to think the additional add-on of measuring user events in your code (i.e., At the same time, when you review the product analytics, you notice four out of five are using the biggest feature incorrectly. Say, for example, you just launched your app with three features that you believe are going to be a big hit.

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User friction can sink your app. Here’s what it is and how to avoid it.

Mixpanel

That starts with hiring seasoned experts, even if only for review of more junior work. He’s been developing apps for almost as long as the App Store has existed—wearing every hat from full-time engineer to product manager, UX designer, founder, content creator, and technical cofounder. Prioritize UX.