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winner+21.5% lift

Landing Page: Paid Landing Pages

Social ProofLanding PageEnergy & UtilitiesDistractionAnxietySocial ProofPsychologySocial ProofTrustUsabilityCredibilityAttentionSocial ProofDistraction

Test Results

8.09%
Control CR
9.83%
Variant CR
4,831
Sample size
13
Days run
Control8.09%
Variant9.83%

Key Learning

Problem: How "Paid landing pages" is implemented on the landing page can meaningfully affect conversion — this element is worth testing.

What worked: The variant addressed this conversion friction directly. (+21.5% lift)

Takeaway: This is a significant win worth prioritizing for implementation. Now test the placement of this social proof — positioning near CTAs, in pricing sections, and in checkout flows often amplifies the effect.

How to Apply This to Your Site

This experiment demonstrated that landing page: paid landing pages can produce a +21.5% improvement in conversions. The test was run on a landing page page in the energy & utilities industry. With 4,831 visitors in the sample, this is a robust result.

Before you test: Consider that social proof tests typically require adequate traffic to reach statistical significance. This test ran for 13 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 social proof changes.

Methodology

Primary Metric
Transactions
Confidence Level
95%
Lift Range
19.5% to 23.5%

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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