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inconclusive+2.8% lift

Mobile: Mobile Grid Page Pricing Psychology

PricingMobileEnergy & UtilitiesPricingStylingPsychologyUSA

Test Results

10.98%
Control CR
11.29%
Variant CR
16,162
Sample size
35
Days run
Control10.98%
Variant11.29%

Key Learning

Context: How prices are displayed on the mobile directly influences perceived value and willingness to buy.

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

Result: No statistically significant difference was detected. Pricing tests that are inconclusive may indicate the price itself isn't the issue — the perceived value or the framing might matter more.

How to Apply This to Your Site

This experiment tested mobile: mobile grid page pricing psychology but produced no statistically significant change. The test was run on a mobile 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 pricing tests typically require large sample sizes to detect small effects. This test ran for 35 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 mobile testing pricing changes.

Methodology

Primary Metric
Transactions
Confidence Level
95%
Lift Range
0.8% to 4.8%

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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