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Mobile A/B Test Results

Mobile-specific experiments including responsive design, touch targets, and mobile checkout flows.

14
Experiments
7%
Win rate
+12.2%
Avg. winner lift
1
Winners found

Key Findings: Mobile A/B Tests

Across 14 mobile experiments, 7% resulted in a statistically significant win. Winning variants saw an average lift of +12.2%. Meanwhile, 1 test underperformed the control with an average drop of -13.5%.

12 experiments were inconclusive, meaning the difference between control and variant was not statistically significant. Inconclusive results are still valuable — they tell you what doesn't move the needle, so you can focus testing effort elsewhere.

These results come from real A/B tests with sample sizes ranging from hundreds to millions of visitors. Use them to inform your own mobile testing strategy and avoid repeating experiments that have already been run.

Outcome Breakdown

All 14 Experiments

inconclusive

Mobile: DIR - LZ11 Mobile Grid Page

Context: Mobile users experience the mobile differently — smaller screens, touch targets, and limited attention require purpose-built design.

LayoutEnergy & Utilitiesn=0
inconclusive

Mobile: Mobile Grid Page

Context: Mobile users experience the mobile differently — smaller screens, touch targets, and limited attention require purpose-built design.

LayoutEnergy & Utilitiesn=0
inconclusive

Mobile: E64 Mobile 100% Var A

Context: Mobile users experience the mobile differently — smaller screens, touch targets, and limited attention require purpose-built design.

LayoutEnergy & Utilitiesn=0
inconclusive+50.0%

Mobile-app-onboarding: The Guardian App Onboarding: Remove 'Start Reading' CTA to Force Registration Awareness

Context: The primary call-to-action on the mobile-app-onboarding isn't converting at its potential — design, copy, or placement may be the bottleneck.

LayoutMedia
winner+12.2%

Mobile: Mobile Super Nav Clarity

Problem: Users arriving at the mobile can't efficiently find what they're looking for, increasing bounce rates.

NavigationEnergy & Utilitiesn=203,935
inconclusive+9.6%

Mobile: Mobile Sitewide

Context: Mobile users experience the mobile differently — smaller screens, touch targets, and limited attention require purpose-built design.

NavigationEnergy & Utilitiesn=71,104
inconclusive+5.1%

Mobile: DIR - Stacked Mobile Grid

Context: Mobile users experience the mobile differently — smaller screens, touch targets, and limited attention require purpose-built design.

LayoutEnergy & Utilitiesn=24,993
inconclusive+3.1%

Mobile: Force Mobile Chooser

Context: Mobile users experience the mobile differently — smaller screens, touch targets, and limited attention require purpose-built design.

LayoutEnergy & Utilitiesn=18,942
inconclusive+2.8%

Mobile: Mobile Grid Page Pricing Psychology

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

PricingEnergy & Utilitiesn=16,162
inconclusive+1.8%

Mobile: Mobile Grid Page

Context: Mobile users experience the mobile differently — smaller screens, touch targets, and limited attention require purpose-built design.

Mobile UXEnergy & Utilitiesn=20,090
inconclusive-1.0%

Mobile: Mobile Grid Page Filters

Context: Mobile users experience the mobile differently — smaller screens, touch targets, and limited attention require purpose-built design.

LayoutEnergy & Utilitiesn=34,638
inconclusive-1.2%

Mobile: CTA Button Optimization

Context: The primary call-to-action on the mobile isn't converting at its potential — design, copy, or placement may be the bottleneck.

LayoutEnergy & Utilitiesn=4,412
loser-13.5%

Mobile: Mobile & Tablet Grid Builder Experience

Problem: Users arriving at the mobile can't efficiently find what they're looking for, increasing bounce rates.

LayoutEnergy & Utilitiesn=15,342
inconclusive-17.7%

Mobile: Mobile Grid Friendly Progress Bar

Context: Mobile users experience the mobile differently — smaller screens, touch targets, and limited attention require purpose-built design.

LayoutEnergy & Utilitiesn=2,013

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