What effects can you expect from A/B tests?

Actively updated insights from 610 A/B tests :)


Small or Big

Small Tests

+3.1%

Generic Median Effect

(610 tests)

Big Tests

+13.5%

Generic Median Effect

(50 tests)

The smaller experiments are all sourced from GoodUI and are typically more "isolated" towards a single pattern (with occasional confounding). The bigger experiments are ones which combined as many multiple and positive probability changes into a single variation. These have been sourced from larger optimization projects we've designed and a/b tested over the years.


Adding, Replacing or Removing

Adding

+2.2%

Generic Median Effect

(281 tests)

Replacing

+3.9%

Generic Median Effect

(296 tests)

Removing

+2.9%

Generic Median Effect

(31 tests)


Desktop or Mobile

Desktop Only

+3.2%

Generic Median Effect

(483 tests)

View Desktop Patterns

Mobile Only

+3%

Generic Median Effect

(408 tests)

View Mobile Patterns

Desktop + Mobile

+3%

Generic Median Effect

(601 tests)

View All Patterns

By Change Types

Form

+2.2%

Generic Median Effect

(89 tests)

View Form Patterns

Headline

+4.3%

Generic Median Effect

(17 tests)

View Headline Patterns

Pricing

+4.1%

Generic Median Effect

(55 tests)

View Pricing Patterns

Popup

+1.6%

Generic Median Effect

(13 tests)

View Popup Patterns

Personalization

+2.3%

Generic Median Effect

(13 tests)

View Personalization Patterns

Layout

+5.8%

Generic Median Effect

(33 tests)

View Layout Patterns

Button

+3.2%

Generic Median Effect

(83 tests)

View Button Patterns

Photos

+2.5%

Generic Median Effect

(55 tests)

View Photos Patterns

Copy

+2.8%

Generic Median Effect

(200 tests)

View Copy Patterns

Interaction

+2.5%

Generic Median Effect

(107 tests)

View Interaction Patterns

Social Proof

+1.4%

Generic Median Effect

(49 tests)

View Social Proof Patterns

By Screen Types

Home & Landing

+6.1%

Generic Median Effect

(138 tests)

View Home & Landing Patterns

Content

+7.3%

Generic Median Effect

(11 tests)

View Content Patterns

Product

+2.8%

Generic Median Effect

(173 tests)

View Product Patterns

Checkout

+0.1%

Generic Median Effect

(62 tests)

View Checkout Patterns

Listing

+3.9%

Generic Median Effect

(83 tests)

View Listing Patterns

Thank You

+9.9%

Generic Median Effect

(4 tests)

View Thank You Patterns

Shopping Cart

+3.2%

Generic Median Effect

(22 tests)

View Shopping Cart Patterns

Signup

+2.4%

Generic Median Effect

(71 tests)

View Signup Patterns

Pricing

+4.9%

Generic Median Effect

(22 tests)

View Pricing Patterns

Global

+6.1%

Generic Median Effect

(20 tests)

View Global Patterns

By Metric Types

Progression

+8%

Generic Median Effect

(309 tests)

View Progression Patterns

Leads

+5.1%

Generic Median Effect

(117 tests)

View Leads Patterns

Signups

+2.9%

Generic Median Effect

(96 tests)

View Signups Patterns

Sales

+2.4%

Generic Median Effect

(359 tests)

View Sales Patterns

Engagement

+1.5%

Generic Median Effect

(14 tests)

View Engagement Patterns

Revenue

+5%

Generic Median Effect

(35 tests)

View Revenue Patterns