All Latest 634 A/B Tests

Test #511 on Online.metro-cc.ru by Andrey AndreevAndrey Andreev Jan 09, 2024 Desktop Home & Landing X.X% Progression

Andrey Tested Pattern #79: Product Highlights On Online.metro-cc.ru

 - Variant A
 - Variant B

In this experiment, popular products were shown at the top of the homepage. Impact to sale was measured.

Total Sample: 760,358 Statistical Power at 5% MDE: 99.9%

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Test #509 on Jared.com by Craig KistlerCraig Kistler Dec 18, 2023 Desktop Product X.X% Progression

Craig Tested Pattern #66: Complementary Upsell On Jared.com

 - Variant A
 - Variant B

In this experiment, a protection plan was launched as a modal for customers that clicked add-to-cart without choosing the upsell. Impact on adds-to-cart and sales was measured.

Total Sample: 407,785 Statistical Power at 5% MDE: 23.2%

Test #508 on Online.metro-cc.ru by Andrey AndreevAndrey Andreev Dec 15, 2023 Mobile Product X.X% Progression

Andrey Tested Pattern #93: Auto Next On Online.metro-cc.ru

 - Variant A
 - Variant B

In this experiment, the variation transformed an add-to-cart button into a shopping cart one (making it a two step process). The control had an interaction where an add-to-cart button would become a quantity selection and then a shopping cart action (a three step process). In a way, the control kept users in a "dead-end" quantity selection middle state that required clicking the back button to continue the sale. Whereas the variation automatically moved users into the next step (closer towards being able to make a purchase). Impact on sales was measured. 

Total Sample: 514,834 Statistical Power at 5% MDE: 29.5%

Test #507 on Fairment.de by Jona EisenbergerJona Eisenberger Dec 11, 2023 Mobile Listing X.X% Progression

Jona Tested Pattern #133: Product Availability On Fairment.de

 - Variant A
 - Variant B

In this experiment, product availabiltiy bars were shown on products with low stock. This was shown on listing pages. Impact on adds to cart and sales was measured.

Total Sample: 42,001 Statistical Power at 5% MDE: 40.1%

Test #506 on by Jakub LinowskiJakub Linowski Dec 07, 2023 Desktop Mobile Product X.X% Progression

Jakub Tested Pattern #4: Testimonials

 - Variant A
 - Variant B

In this experiments, reinforcing section tiles were replaced with additional customer testimonials. Impact on adds to cart and sales was measured.

Total Sample: 83,713 Statistical Power at 5% MDE: 47.2%

Test #502 on Fairment.de by Jona EisenbergerJona Eisenberger Nov 06, 2023 Mobile Listing X.X% Progression

Jona Tested Pattern #37: List Or Grid View On Fairment.de

 - Variant A
 - Variant B

In this experiment, a two column grid layout (control) was tested against single column layout (variation) with the product information shown to the right. Please note that the screenshot shows repeated products only because it's been sourced from a Figma design file. In reality, the products in the variation were equally diverse as in the control. 

(We've also flipped the A and B to match up with our grid pattern.)

Total Sample: 14,417 Statistical Power at 5% MDE: 13.6%

Test #503 on by Jakub LinowskiJakub Linowski Nov 05, 2023 Desktop Mobile Home & Landing X.X% Progression

Jakub Tested Pattern #36: Fewer Or More Results

 - Variant A
 - Variant B

In this experiment, instead of showing 12 products per screen (with pagination), the variation showed all 42 products on a single screen. Impact on adds to cart and completed orders was measured.

Total Sample: 3,331 Statistical Power at 5% MDE: 7.1%

Test #500 on Kayoutlet.com by Craig KistlerCraig Kistler Oct 25, 2023 Mobile Product X.X% Progression

Craig Tested Pattern #7: Social Counts On Kayoutlet.com

 - Variant A
 - Variant B

This was a replication attempt similar to experiment 497. A social proof message was added below add to cart buttons on product detail pages. Impact on adds to cart and transactions was measured.

Total Sample: 106,467 Statistical Power at 5% MDE: 19.1%

Test #499 on Shmoodyapp.com by Michael McSweeneyMichael McSweeney Oct 20, 2023 Mobile Signup X.X% Progression

Michael Tested Pattern #99: Progress Bar On Shmoodyapp.com

 - Variant A
 - Variant B

In this experiment, a progress bar was added to a signup flow of a mental health app. It appeared on numerous steps of a onboarding flow. Impact on signup completions and checkouts was measured.

Total Sample: 56,735 Statistical Power at 5% MDE: 37.1%

Test #498 on by Jakub LinowskiJakub Linowski Oct 19, 2023 Desktop Mobile Product X.X% Progression

Jakub Tested Pattern #7: Social Counts

 - Variant A
 - Variant B

In this experiment, the variation tracked how many people would add something to cart over the last 24 hours and display that just below the add to cart button. Impact on adds to cart and transactions was measured.

Total Sample: 14,539 Statistical Power at 5% MDE: 17.9%

Test #497 on Jared.com by Craig KistlerCraig Kistler Oct 16, 2023 Mobile Product X.X% Progression

Craig Tested Pattern #7: Social Counts On Jared.com

 - Variant A
 - Variant B

In this experiment, a social proof message was added below add to cart buttons on product detail pages. The copy read "Hurry, X people have viewed this product". Impact on adds to cart and transactions was measured.

Total Sample: 451,850 Statistical Power at 5% MDE: 44.3%

Test #495 on Formelskin.de by Alexander KriegerAlexander Krieger Sep 25, 2023 Mobile Signup X.X% Progression

Alexander Tested Pattern #9: Multiple Steps On Formelskin.de

 - Variant A
 - Variant B

In this experiment two sections of a form on a single page (control) were broken out into 2 separate steps (variation). The two sections included personal details and shipping information. This step appeared after having received a product recommendation when filling out a questionnaire for a skin care product. Impact on next step progression and purchases was measured.

Total Sample: 8,280 Statistical Power at 5% MDE: 14.1%

Test #494 on Online.Metro-cc.ru by Andrey AndreevAndrey Andreev Sep 20, 2023 Desktop Mobile Home & Landing X.X% Progression

Andrey Tested Pattern #26: Cart Reminder And Recently Viewed On Online.Metro-cc.ru

 - Variant A
 - Variant B

In this experiment, recently purchased products were appended at the top of the homepage. The test ran for loggedin users only. Impact on add-to-cart, sales and revenue was measured.

Total Sample: 53,513 Statistical Power at 5% MDE: 78.3%

Test #493 on by Jakub LinowskiJakub Linowski Sep 19, 2023 Desktop Mobile Product X.X% Progression

Jakub Tested Pattern #69: Autodiscounting

 - Variant A
 - Variant B

This experiment was technically a larger multi-change one that ran on product detail pages. The control showed an automatically applied coupon (for people opening up targeted emails with the discount). The variation attempted to make this better with the following changes:

  1. The discount message shifted closer towards the price / product selection (above the buy box)
  2. Removal of sale discount amounts and messages tied to longer durations (6 and 12 month duration)
  3. Reinforcing that the actual discount will be calculated further on checkout
Total Sample: 7,627 Statistical Power at 5% MDE: 25.9%

Test #490 on by Jakub LinowskiJakub Linowski Aug 17, 2023 Desktop Mobile X.X% Progression

Jakub Tested Pattern #9: Multiple Steps

 - Variant A
 - Variant B

In this experiment, a section dedicated to choosing gift messages was taken out and separated into its own individial step. The change happened on the first step of a checkout flow and increased the flow by an additional step. Impact on checkouts and total sales was measured.

Total Sample: 3,955 Statistical Power at 5% MDE: 62.8%

Test #489 on by Jakub LinowskiJakub Linowski Aug 14, 2023 Desktop Mobile Product X.X% Progression

Jakub Tested Pattern #78: Tags, Badges And Structured Information

 - Variant A
 - Variant B

In this experiment, the size of a saving amount badge was enlarged. Instead of typical badge, the variation stretched the height of the saving information to the full height of the duration selector. The font size was also increased. Impact on overall sales was measured.

Total Sample: 173,808 Statistical Power at 5% MDE: 92.3%

Test #488 on Metro-cc.ru by Andrey AndreevAndrey Andreev Aug 11, 2023 Mobile Product X.X% Progression

Andrey Tested Pattern #4: Testimonials On Metro-cc.ru

 - Variant A
 - Variant B

In this experiment, customer reviews were shown on product detail pages. Impact on adds to cart and sales was measured.

Total Sample: 103,655 Statistical Power at 5% MDE: 13.7%

Test #481 on Backstage.com by Stanley ZuoStanley Zuo Jul 14, 2023 Desktop Mobile Checkout X.X% Progression

Stanley Tested Pattern #15: Bulleted Reassurances On Backstage.com

 - Variant A
 - Variant B

In this experiment, selling points and benefits of a subscription were placed as bullets at the top of a checkout page. The benefits highlighted things such as: unlimited applications, access to vetted jobs and the ability to cancel anytime. Impact on sales was measured.

Total Sample: 5,616 Statistical Power at 5% MDE: 24.3%

Test #482 on by Jakub LinowskiJakub Linowski Jul 13, 2023 Desktop Mobile Checkout X.X% Progression

Jakub Tested Pattern #124: Confirmed Selection

 - Variant A
 - Variant B

In this experiment, the choice of adding a product to cart was confirmed with a further positive message in the header of the next step (on the add to cart page). Once users left the product detail page, instead of simply stating the product name, the title was rephrased as "Product [X] Makes a Great Gift. They'll Love It!". I view this as a higher "intensity" experiment, given that the add-to-cart page was in some way already confirming the choice. Impact on sales was measured.

Total Sample: 3,379 Statistical Power at 5% MDE: 44%

Test #474 on Rollbar.com by Mike SmithMike Smith May 27, 2023 Desktop Mobile Home & Landing X.X% Progression

Mike Tested Pattern #4: Testimonials On Rollbar.com

 - Variant A
 - Variant B

In this experiment, 9 Twitter card style testimonials were appended onto the homepage of Rollbar. These were image / screenshots recreations without links to the actual tweets.

Total Sample: 10,223 Statistical Power at 5% MDE: 7.7%