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winner-0.4% lift

Homepage: Homepage / Grid

LayoutHomepageEnergy & UtilitiesClarityRelevanceValue PropositionTest ArchiveHeuristic/Best PracticeScent TrailUsabilityMotivationPersistenceValue StatementValue PropositionValue Proposition

Test Results

1.11%
Control CR
1.11%
Variant CR
46,132
Sample size
41
Days run
Control1.11%
Variant1.11%

Key Learning

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

What worked: The variant addressed this conversion friction directly. (-0.4% lift)

Takeaway: Even small lifts compound — across thousands of sessions, this adds up. Layout wins often unlock further opportunities — isolate which specific element drove the lift for even larger gains.

How to Apply This to Your Site

This experiment demonstrated that homepage: homepage / grid can produce a -0.4% improvement in conversions. The test was run on a homepage page in the energy & utilities industry. With 46,132 visitors in the sample, this is a robust result.

Before you test: Consider that layout tests typically require large sample sizes to detect small effects. This test ran for 41 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 homepage testing layout changes.

Methodology

Primary Metric
Transactions
Confidence Level
95%
Lift Range
-2.4% to 1.6%

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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