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inconclusive+0.6% lift

Landing Page: Social Proof

Copy & MessagingLanding PageEnergy & UtilitiesCopySocial ProofUser/Market ResearchBusiness ContextSocial ProofTrustCredibilitySocial ProofValue Proposition

Test Results

6.17%
Control CR
6.21%
Variant CR
16,389
Sample size
27
Days run
Control6.17%
Variant6.21%

Key Learning

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

What was tested: A variation was tested against the existing experience.

Result: No statistically significant difference was detected. Inconclusive copy tests usually mean both versions are equally (in)effective at addressing user motivations. Try a fundamentally different angle.

How to Apply This to Your Site

This experiment tested landing page: social proof but produced no statistically significant change. The test was run on a landing page page in the energy & utilities industry. Inconclusive results suggest this particular change may not be a priority — focus testing effort on higher-impact areas.

Before you test: Consider that copy & messaging tests typically require large sample sizes to detect small effects. This test ran for 27 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 copy & messaging changes.

Methodology

Primary Metric
Transactions
Confidence Level
95%
Lift Range
-1.4% to 2.6%

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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