Technical

A/B Testing

A/B testing is a method of comparing two versions of a page, ad, or email โ€” usually differing in just one element โ€” to see which one performs better with a live audience.

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Definition

A/B testing splits traffic between two variants of an experience and measures which one performs better against a defined goal, like clicks or conversions.

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Why It Matters

A/B testing replaces guesswork with evidence, letting teams make incremental, compounding improvements to conversion rates over time.

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Real-World Example

Booking.com

Booking.com is famous for running thousands of A/B tests simultaneously, testing everything from button color to urgency messaging to optimize conversion at every step.

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How It Connects

A/B testing is used across landing pages, email subject lines, ad creative, and product features to continuously improve performance.