LumoMate
LumoMate/Glossary/DisciplineProduct / Process

A/B Testing

Showing two versions to see which performs.
Editorial illustration representing A/B Testing: Showing two versions to see which performs.

An A/B test is the closest most product teams get to a controlled experiment. Two variants, a population split, a metric watched. The trick is knowing what to test and what not to.

In plain language

In product and design, this term is part of the language teams use to plan, sketch, and refine what users actually see. An A/B test is the closest most product teams get to a controlled experiment. Two variants, a population split, a metric watched. The trick is knowing what to test and what not to. If you are new to the field, the simplest mental model is this: showing two versions to see which performs. Read it once with that frame in mind, then come back and read it again — that is usually enough for the rest of the entry to make sense.

Inline editorial illustration evoking A/B Testing: showing two versions to see which performs.
FIG. 1A/B Testing, seen from a second angle — showing two versions to see which performs.

An everyday picture

Think of A/B Testing as a small habit a team agrees to keep. The single act is tiny; the value comes from everyone doing it the same way, the same week, every week.

Where it shows up

A/B Testing sits inside the everyday rhythm of building software: planning, reviews, the small decisions that pile up between releases. Done well, it shows up as a calmer week; done badly, it shows up as rework.

A small example

Imagine the scene above. The role A/B Testing plays is the one its blurb describes — Showing two versions to see which performs. When a new app feels obvious the first time you use it, ideas like this are part of why nothing got in your way.

Common misunderstanding

MYTH
A/B Testing is a habit more than a tool. A team that does it inconsistently usually pays the cost of the practice without ever seeing the benefit.

One line to take with you

A/B Testing is a habit. The first time costs the most; every time after that is mostly muscle memory.
Monday 08:00 — every week

One letter a week,
lasting understanding.

Only essays that don't get scrolled past. No ads, no tracking pixels, no external linkbait — the letter ends inside your inbox.

One-click unsubscribe. No spam.