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loser-5.4% lift

Landing Page: Grid Plan Colors

Mobile UXLanding PageEnergy & UtilitiesClarityStylingHeuristic/Best PracticeSingle PageSmallUSA

Test Results

12.36%
Control CR
11.69%
Variant CR
16,890
Sample size
20
Days run
Control12.36%
Variant11.69%

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. (-5.4% change)

Why it failed: Mobile UX changes can have unintended consequences on scroll patterns, tap targets, and content hierarchy.

How to Apply This to Your Site

This test showed that landing page: grid plan colors led to a -5.4% 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 mobile ux tests typically require large sample sizes to detect small effects. This test ran for 20 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 mobile ux changes.

Methodology

Primary Metric
Transactions
Confidence Level
95%
Lift Range
-7.4% to -3.4%

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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