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The A/B Test Library

Real experiments. Real outcomes. Actionable patterns. Browse A/B tests with problem-to-solution framing, results, and recommendations for what to test next.

210 experiments
Winners, losers & inconclusive
Full statistical details
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
inconclusive

Listing: Benefit Bar

Context: Users on the listing aren't seeing a clear enough reason to act — the benefits aren't standing out from the noise.

LayoutCross-Industryn=4,302
loser-18.9%

Landing Page: Grid vs List Layout

Problem: The information hierarchy on the landing page may not match how users actually scan and process the content.

LayoutEnergy & Utilitiesn=3,978
winner+20.2%

Landing Page: Texas Grid Plan Builder

Problem: The information hierarchy on the landing page may not match how users actually scan and process the content.

LayoutEnergy & Utilitiesn=3,592
inconclusive

Checkout: Layout Optimization

Context: Friction during the checkout process causes users to abandon right when they're closest to converting.

LayoutEnergy & Utilitiesn=3,144
loser-7.3%

Checkout: Layout Optimization

Problem: Friction during the checkout process causes users to abandon right when they're closest to converting.

LayoutEnergy & Utilitiesn=3,009
winner+10.4%

Homepage: Homepage Use Case

Problem: The headline on the homepage may not resonate with what users actually care about or address their top objections.

LayoutEnergy & Utilitiesn=2,694
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
inconclusive+5.0%

Landing Page: Plan Protection - Landing

Context: How "Plan protection - landing" is implemented on the landing page can meaningfully affect conversion — this element is worth testing.

LayoutEnergy & Utilitiesn=919
inconclusive

Homepage: DIR - Mobile Homepage

Context: Mobile users experience the homepage 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

Homepage: OAM - Homepage

Context: How "Oam - homepage" is implemented on the homepage can meaningfully affect conversion — this element is worth testing.

LayoutEnergy & Utilitiesn=0
inconclusive

Checkout: Checkout - Deposit

Context: Friction during the checkout process causes users to abandon right when they're closest to converting.

LayoutEnergy & Utilitiesn=0
inconclusive

Checkout: New Checkout Experience

Context: Friction during the checkout process causes users to abandon right when they're closest to converting.

LayoutEnergy & Utilitiesn=0
inconclusive

Homepage: Layout Optimization

Context: The information hierarchy on the homepage may not match how users actually scan and process the content.

LayoutEnergy & Utilitiesn=0
inconclusive

Landing Page: Layout Optimization

Context: The information hierarchy on the landing page may not match how users actually scan and process the content.

LayoutEnergy & Utilitiesn=0
inconclusive

Landing Page: Page Updates

Context: How "Page updates" is implemented on the landing page can meaningfully affect conversion — this element is worth testing.

LayoutEnergy & Utilitiesn=0
inconclusive

Homepage: Layout Optimization

Context: The information hierarchy on the homepage may not match how users actually scan and process the content.

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

Homepage: HWA Homepage

Context: How "Hwa homepage" is implemented on the homepage can meaningfully affect conversion — this element is worth testing.

LayoutEnergy & Utilitiesn=0

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