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winner+4.1% lift

Landing Page: Grid Page Testimonials

Social ProofLanding PageEnergy & UtilitiesValue PropositionAnxietySocial ProofTrust/SecuritySocial ProofAddTrustMotivationCredibilitySecurityValue StatementSocial ProofValue Proposition

Test Results

9.92%
Control CR
10.33%
Variant CR
50,156
Sample size
33
Days run
Control9.92%
Variant10.33%

Key Learning

Problem: Users on the landing page need validation from others before committing — without visible proof of success, they hesitate.

What worked: The variant addressed this conversion friction directly. (+4.1% lift)

Takeaway: Even small lifts compound — across thousands of sessions, this adds up. 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: grid page testimonials can produce a +4.1% improvement in conversions. The test was run on a landing page page in the energy & utilities industry. With 50,156 visitors in the sample, this is a robust result.

Before you test: Consider that social proof tests typically require large sample sizes to detect small effects. This test ran for 33 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
2.1% to 6.1%

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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