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loser-18.9% lift

Landing Page: Grid vs List Layout

LayoutLanding PageEnergy & UtilitiesClarityLayoutStylingTest ArchiveTemplate

Test Results

11.28%
Control CR
9.14%
Variant CR
3,978
Sample size
14
Days run
Control11.28%
Variant9.14%

Key Learning

Problem: The information hierarchy on the landing page may not match how users actually scan and process the content.

What was tried: The variant changed the existing experience but introduced unexpected friction. (-18.9% change)

Why it failed: Major layout changes often lose because they disrupt learned user behavior. Test smaller, incremental layout tweaks instead.

How to Apply This to Your Site

This test showed that landing page: grid vs list layout led to a -18.9% drop in conversions. The change was tested on a landing page page in the energy & utilities industry. Avoid replicating this exact approach — instead, consider testing the opposite direction or a more subtle variation.

Before you test: Consider that layout tests typically require adequate traffic to reach statistical significance. This test ran for 14 days — plan for at least that long.

This result reached 95% statistical confidence, meaning there is a very low probability the observed effect was due to chance. Results at this confidence level are generally considered reliable for making business decisions.

What Was Tested

A/B test on landing page testing layout changes.

Methodology

Primary Metric
Transactions
Confidence Level
95%
Lift Range
-20.9% to -16.9%

Build On These Learnings

Save your own experiments, spot winning patterns across your test history, and stop repeating what's already been tried.

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