All Latest 650 A/B Tests

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

Pattern #99: Progress Bar - Variant A
Pattern #99: Progress Bar - 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%

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

Jakub Tested Pattern #7: Social Counts

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

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

Pattern #9: Multiple Steps - Variant A
Pattern #9: Multiple Steps - 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

Pattern #26: Cart Reminder And Recently Viewed - Variant A
Pattern #26: Cart Reminder And Recently Viewed - 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 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%

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%