All Latest 644 A/B Tests

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

Jakub Tested Pattern #69: Autodiscounting

Pattern #69: Autodiscounting - Variant A
Pattern #69: Autodiscounting - 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%

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

Jakub Tested Pattern #9: Multiple Steps

Pattern #9: Multiple Steps - Variant A
Pattern #9: Multiple Steps - 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 by Jakub LinowskiJakub Linowski Aug 14, 2023 Desktop Mobile Product X.X% Progression

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

Pattern #78: Tags, Badges And Structured Information - Variant A
Pattern #78: Tags, Badges And Structured Information - 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

Pattern #4: Testimonials - Variant A
Pattern #4: Testimonials - 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

Pattern #15: Bulleted Reassurances - Variant A
Pattern #15: Bulleted Reassurances - 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 by Jakub LinowskiJakub Linowski Jul 13, 2023 Desktop Mobile Checkout X.X% Progression

Jakub Tested Pattern #124: Confirmed Selection

Pattern #124: Confirmed Selection - Variant A
Pattern #124: Confirmed Selection - 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

Pattern #4: Testimonials - Variant A
Pattern #4: Testimonials - 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%

Test #473 by Jakub LinowskiJakub Linowski May 26, 2023 Desktop Home & Landing X.X% Progression

Jakub Tested Pattern #19: Benefit Testimonials

Pattern #19: Benefit Testimonials - Variant A
Pattern #19: Benefit Testimonials - Variant B

In this experiment, very short form testimonials (with a reference to over 3 million customers) were replaced with 3 more elaborate ones. These elaborate or benefit testimonials contained: highlighted statements, star reviews, emphasized location, tag summaries and photos of the purchased product. The control also contained a 3 testimonial carousel interaction.

This test appeared at the bottom of a longer homepage with additional product listings above.

Total Sample: 66,794 • Statistical Power at 5% MDE: 87.4%

Test #471 on Expertinstitute.com by Ardit VeliuArdit Veliu May 25, 2023 Desktop Mobile Home & Landing X.X% Progression

Ardit Tested Pattern #48: Video Testimonials On Expertinstitute.com

Pattern #48: Video Testimonials - Variant A
Pattern #48: Video Testimonials - Variant B

In this experiment, a video testimonial was added mid page onto a signup / lead form page.

Total Sample: 6,837 • Statistical Power at 5% MDE: 9.8%

Test #472 on Expertinstitute.com by Ardit VeliuArdit Veliu May 25, 2023 Desktop Mobile Home & Landing X.X% Progression

Ardit Tested Pattern #48: Video Testimonials On Expertinstitute.com

Pattern #48: Video Testimonials - Variant A
Pattern #48: Video Testimonials - Variant B

In this experiment, three video testimonials were added mid page onto a signup / lead form page.

Total Sample: 6,837 • Statistical Power at 5% MDE: 9.8%

Test #468 on Umbraco.com by Lars Skjold IversenLars Skjold Iversen Apr 28, 2023 Desktop Mobile Home & Landing X.X% Progression

Lars Tested Pattern #6: Customer Star Ratings On Umbraco.com

Pattern #6: Customer Star Ratings - Variant A
Pattern #6: Customer Star Ratings - Variant B

In this homepage experiment a number of changes were introduced - with perhaps the most prominent one being the replacement of a video component with customer review badges. Additional copy changes included reinforcement of the latest version number (v11) throughout the page, as well as a dedicated (v11) section in the middle of the page. Impact on demo signups was measured.

Total Sample: 45,082 • Statistical Power at 5% MDE: 13.2%

Test #467 by Jakub LinowskiJakub Linowski Apr 27, 2023 Desktop Mobile Product X.X% Progression

Jakub Tested Pattern #108: Frequently Asked Questions

Pattern #108: Frequently Asked Questions - Variant A
Pattern #108: Frequently Asked Questions - Variant B

In this experiment, an FAQ section was added near the bottom of a long product page. The reviews were collapsed by default, but expandable upon clicking. Impact on adds-to-cart and sales was measured.

Total Sample: 24,703 • Statistical Power at 5% MDE: 14.5%

Test #464 on Expertinstitute.com by Ardit VeliuArdit Veliu Mar 31, 2023 Desktop Mobile Home & Landing X.X% Progression

Ardit Tested Pattern #7: Social Counts On Expertinstitute.com

Pattern #7: Social Counts - Variant A
Pattern #7: Social Counts - Variant B

In this experiment, copy was added which showed the number of experts (in a given category) a person may gain access to after filling out a lead form. The context of this is a lead-gen landing page where people are seeking experts for legal purposes. Impact on initial progression (of a multi step form) and completed leads was measured.

Total Sample: 10,448 • Statistical Power at 5% MDE: 8%

Test #462 by Jakub LinowskiJakub Linowski Mar 24, 2023 Desktop Mobile Product X.X% Progression

Jakub Tested Pattern #128: Standard Or Superscript Price Format

Pattern #128: Standard Or Superscript Price Format - Variant A
Pattern #128: Standard Or Superscript Price Format - Variant B

In this experiment, standard $ signs and cents were formatted into a smaller superscript. Impact on add-to-cart and sales was measured.

Total Sample: 46,737 • Statistical Power at 5% MDE: 35%

Test #460 on Backstage.com by Stanley ZuoStanley Zuo Mar 21, 2023 Mobile Listing X.X% Progression

Stanley Tested Pattern #41: Sticky Call To Action On Backstage.com

Pattern #41: Sticky Call To Action - Variant A
Pattern #41: Sticky Call To Action - Variant B

In this experiment, a floating top navigation was shown with a "Join" button. In the control, the navigation was only visible at the top of the page. Also keep in mind that signup starts were also triggered throughout multiple CTAs throughout the page and from particular job detail pages. The a/b test ran on a listing page of Backstage - a casting call job site. Impact on signups  and checkouts was measured.

Total Sample: 1,057,325 • Statistical Power at 5% MDE: 41.8%

Test #458 on Volders.de by Daria KurchinskaiaDaria Kurchinskaia Feb 27, 2023 Desktop Mobile Checkout X.X% Progression

Daria Tested Pattern #103: Money Back Guarantee On Volders.de

Pattern #103: Money Back Guarantee - Variant A
Pattern #103: Money Back Guarantee - Variant B

In this experiment, a cancelation guarantee was added believing it would make users feel safer while canceling their contracts with Volders (the paid service being offered). The variation appended a Guarantee in the headline as a hyperlink with an explanatory tooltip shown on hover. This variation change was added to multiple screens throughout the checkout flow (a 5 step process).

Total Sample: 21,648 • Statistical Power at 5% MDE: 31.6%

Test #453 by Jakub LinowskiJakub Linowski Jan 31, 2023 Desktop Mobile Shopping Cart X.X% Progression

Jakub Tested Pattern #64: Tunnel

Pattern #64: Tunnel - Variant A
Pattern #64: Tunnel - Variant B

In this experiment, the footer was simplified with multiple elements being removed (catalog request, secondary links, and a guarantee). Additionally, a more prominent phone number was also displayed.

Total Sample: 17,107 • Statistical Power at 5% MDE: 91.8%

Test #451 on Fluke.com by Marika FranciscoMarika Francisco Jan 25, 2023 Desktop Product X.X% Progression

Marika Tested Pattern #115: Pricing Comparison Table On Fluke.com

Pattern #115: Pricing Comparison Table - Variant A
Pattern #115: Pricing Comparison Table - Variant B

In this experiment, a product comparison table was added in the middle of a product detail page. The comparison table contained products from the same class or family of products. Clicking on the photo thumbnails also allowed customers to visit the specific detail page. Impact on adds to cart and transactions was measured.

Total Sample: 52,560 • Statistical Power at 5% MDE: 4.8%

Test #447 on Vivareal.com.br by Vinicius Barros PeixotoVinicius Barros Peixoto Dec 23, 2022 Mobile Listing X.X% Progression

Vinicius Tested Pattern #18: Single Or Alternative Buttons On Vivareal.com.br

Pattern #18: Single Or Alternative Buttons - Variant A
Pattern #18: Single Or Alternative Buttons - Variant B

In this experiment, an additional call to action (Whatsapp link) was added on a listing page of one of Brazil's largest real estate sites.In the variation the 3 calls to action include: a link that launched the phone interaction, a general contact lead form, and finally the Whatsapp link (added in the variant).  Impact on total lead starts and completions was measured.

Total Sample: 1,416,128 • Statistical Power at 5% MDE: 99.9%

Test #446 by Jakub LinowskiJakub Linowski Dec 15, 2022 Desktop Mobile Product X.X% Progression

Jakub Tested Pattern #18: Single Or Alternative Buttons

Pattern #18: Single Or Alternative Buttons - Variant A
Pattern #18: Single Or Alternative Buttons - Variant B

In this experiment, an additional purchase trigger was added - the ability to start by chosing a gift announcement option. In the control, this same question was asked further in the purchase funnel (after adding to cart). In the variation, this question was surfaced earlier as an alternative way of starting the purchase. Impact on total sales was measured.

Total Sample: 100,016 • Statistical Power at 5% MDE: 57.5%