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A/B Testing in UX — Click. Test. Win.

Murali
3 min readApr 10, 2025

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What’s A/B Testing, Really?

A/B testing is a method of comparing two variations of a single design element to see which performs better.

Imagine you’ve designed a signup page. Version A has a green “Join Us” CTA, Version B swaps it for blue “Get started”. You show A to some users, B to others, and watch which gets more clicks. That’s A/B testing — a gentle experiment to see what resonates. In UX, it’s about tweaking one piece — color, wording, placement — and learning how it shifts what users do. It’s less about being “right” and more about understanding them.

Why It Feels So Right

Design can feel personal — pouring your heart into pixels, hoping users connect. But sometimes, we miss the mark. I’ve sat in meetings, debating layouts with passion, only to realize we’re all just guessing.

A/B testing takes that weight off. It’s a lifeline — letting users show us what works, no judgment. Whether it’s more signups or a smoother checkout, it’s their way of saying.

How It Works — The Approach

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From idea to product, one lesson at a time. To submit your story: https://tinyurl.com/bootspub1

Murali
Murali

Written by Murali

Product Designer | Researcher | Developer