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winner+6.8% lift

Landing Page: Layout Optimization

Test Results

8.34%
Control CR
0.00%
Variant CR
21,993
Sample size
56
Days run
Control8.34%
Variant0.00%

Key Learning

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

What worked: The variant addressed this conversion friction directly. (+6.8% lift)

Takeaway: A meaningful improvement that compounds with other optimizations. 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: layout optimization can produce a +6.8% improvement in conversions. The test was run on a landing page page in the energy & utilities industry. With 21,993 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 56 days — plan for at least that long.

What Was Tested

A/B test on landing page testing layout changes.

Methodology

Primary Metric
Transactions
Confidence Level
90%
Lift Range
4.8% to 8.8%

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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