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winner+2.9% lift

Landing Page: Help Me Choose: Grid Page Entry

Hypothesis

Linked to DIR40 [https://.atlassian.net/browse/DIR-80|https://.atlassian.net/browse/DIR-80|smart-link]

LayoutLanding PageEnergy & UtilitiesUsabilityChoiceSingle PageSmall

Test Results

14.30%
Control CR
14.72%
Variant CR
28,680
Sample size
50
Days run
Control14.30%
Variant14.72%

Key Learning

Problem: Users can't quickly find relevant products or content on the landing page, leading to frustration and early exits.

What worked: Linked to DIR40

[https://.atlassian.net/browse/DIR-80|https://.atlassian.net/browse/DIR-80|smart-link] (+2.9% 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 landing page: help me choose: grid page entry can produce a +2.9% improvement in conversions. The test was run on a landing page page in the energy & utilities industry. With 28,680 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 50 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

Linked to DIR40 [https://.atlassian.net/browse/DIR-80|https://.atlassian.net/browse/DIR-80|smart-link]

Methodology

Primary Metric
Transactions
Confidence Level
95%
Lift Range
0.9% to 4.9%

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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