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Test #638 on by Frazer MawsonFrazer Mawson Feb 28, 2026 Mobile Product X.X% Sales

Frazer Tested Pattern #41: Sticky Call To Action

 - Variant A
 - Variant B

A floating Add to Basket button was added to a product page. Impact on sales was measured.

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Test #631 on by Frazer MawsonFrazer Mawson Jan 29, 2026 Mobile Shopping Cart X.X% Sales

Frazer Tested Pattern #41: Sticky Call To Action

 - Variant A
 - Variant B

In this experiment, the shopping cart screen displayed a floating “Checkout” button with common credit card icons that directed users to the checkout page when clicked. In the control, the button was positioned inline, further down the page. Impact on progression to checkout and total sales were measured.

Test #624 on by Frazer MawsonFrazer Mawson Dec 22, 2025 Mobile Checkout X.X% Sales

Frazer Tested Pattern #41: Sticky Call To Action

 - Variant A
 - Variant B

In this experiment, a floating "Confirm Payment" button was added on the last step of a checkout flow. The button appeared with two different states: in a disabled state, leading to the terms and conditions; and in an active state, after checking off the terms. Impact on purchases was measured. 

Test #594 on Obs.no by Joachim FurusethJoachim Furuseth May 28, 2025 Mobile Product X.X% Sales

Joachim Tested Pattern #141: Square or Rounded Buttons On Obs.no

 - Variant A
 - Variant B

In this experiment, add-to-cart buttons on product details pages were rounded to 20px (variation), whereas the control had square buttons. Impact on adds to cart and purchases were measured.

Test #593 on Obs.no by Joachim FurusethJoachim Furuseth May 27, 2025 Desktop Product X.X% Sales

Joachim Tested Pattern #141: Square or Rounded Buttons On Obs.no

 - Variant A
 - Variant B

In this experiment, add-to-cart buttons on product details pages were rounded to 20px (variation), whereas the control had square buttons. Impact on adds to cart and purchases were measured.

Test #592 on Obsbygg.no by Joachim FurusethJoachim Furuseth May 25, 2025 Mobile Product X.X% Sales

Joachim Tested Pattern #141: Square or Rounded Buttons On Obsbygg.no

 - Variant A
 - Variant B

In this experiment, add-to-cart buttons on product details pages were rounded to 20px (variation), whereas the control had square buttons. Impact on adds to cart and purchases were measured.

Test #582 on Online.metro-cc.ru by Andrey AndreevAndrey Andreev Mar 22, 2025 Desktop Mobile Listing X.X% Sales

Andrey Tested Pattern #77: Filled Or Ghost Buttons On Online.metro-cc.ru

 - Variant A
 - Variant B

In this experiment, the plus and minus quantity icons near the add to cart button were tested with different contrasts. The control had a higher contrast from a solid background color, and the variant was lower contrast. Impact on add to cart and sales was measured. (A/B test was inverted to B/A in order to fit the pattern).

Test #574 on Myer.com.au by Jay KimJay Kim Jan 30, 2025 Mobile Product X.X% Sales

Jay Tested Pattern #41: Sticky Call To Action On Myer.com.au

 - Variant A
 - Variant B

In this experiment published by Jay Kim, a sticky add to cart button was added on mobile product detail pages. It appeared after the scroll depth past the original add to cart button. Impact to adds to cart and completed sales was measured.

Test #539 on Snocks.com by Melina HessMelina Hess Jun 24, 2024 Desktop Global X.X% Sales

Melina Tested Pattern #135: Product Categories On Snocks.com

 - Variant A
 - Variant B

In this experiment, two different navigation defaults were tested against each other. In one version we can see 1) more popular products with 2) more categorical granularity being shown in the expanded state. In the other version we see "new products" being shown as the default (with a lot fewer product subcategories) to choose from.

Test #538 on Volders.de by Daria KurchinskaiaDaria Kurchinskaia Jun 20, 2024 Desktop Mobile Checkout X.X% Sales

Daria Tested Pattern #77: Filled Or Ghost Buttons On Volders.de

 - Variant A
 - Variant B

In this experiment, a less visible (ghost button style) legal confirmation box, was tested against a more visible one (filled state with higher contrast). Impact on error rates (from submitting an incomplete form) and sales was measured.

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

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.

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

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

 - Variant A
 - 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.

Test #444 on by Melina HessMelina Hess Nov 30, 2022 Mobile Product X.X% Sales

Melina Tested Pattern #41: Sticky Call To Action

 - Variant A
 - Variant B

In this experiment, a floating add-to-cart with two product choices (color and size) were added on a product page. This appeared only after scrolling past the existing / embedded product selection buy box.

The floating add-to-cart widget had another layer of complexity in that it allowed customers to make a size and color selection with an expandable fly out. Making a selection would also append the total price to the add-to-cart button label.

Impact on total transactions was measured.

Test #437 on Vivareal.com.br by Rodrigo MauésRodrigo Maués Oct 28, 2022 Desktop Mobile Listing X.X% Leads

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

 - Variant A
 - Variant B

In this experiment, an additional and alternative text based call to action link was added on real estate properity listings. Instead of only having "Ligar" ("Call"), "Enviar mensagem" was also appended ("Send Message"). This additional link lead to a lead-gen form. 

Test #432 on Snocks.com by Melina HessMelina Hess Sep 29, 2022 Mobile Global X.X% Sales

Melina Tested Pattern #94: Visible Search On Snocks.com

 - Variant A
 - Variant B

In this experiment, search functionality was added in the variation, globally on mobile. Impact on sales was measured

Test #429 on Snocks.com by Melina HessMelina Hess Aug 16, 2022 Mobile Desktop Product X.X% Sales

Melina Tested Pattern #121: Free Shipping On Snocks.com

 - Variant A
 - Variant B

Upon clicking the Add-To-Cart button, the button label changed to a cheering message which congratulated the user on his choice and ensuring that shipping is free. Translation: "Good choice. Your shipping and returns are free."

Test #320 on by Jakub LinowskiJakub Linowski Oct 20, 2020 Desktop Checkout X.X% Sales

Jakub Tested Pattern #49: Above The Fold Call To Action

 - Variant A
 - Variant B

An extra "Place Order" button was duplicated above the fold on this checkout page. The control had a similar button further down at the bottom of the screen. The impact on total sales was measured from this change.

Test #304 on Backstage.com by Stanley ZuoStanley Zuo Jun 29, 2020 Mobile Product X.X% Signups

Stanley Tested Pattern #97: Bigger Form Fields On Backstage.com

 - Variant A
 - Variant B

In this experiment, larger "Apply" buttons were shown on a casting detail page. The application funnel would take users through a series of steps leading to a paid membership subscription. The experiment measured initial progression and account signups (email signups).

Test #281 on Backstage.com by Stanley ZuoStanley Zuo Jan 31, 2020 Desktop Listing X.X% Sales

Stanley Tested Pattern #116: Links Or Buttons On Backstage.com

 - Variant A
 - Variant B

In this experiment, multiple view detail links for a listing tile were turned into higher contrast buttons. 

Test #250 on Volders.de by Alexander KriegerAlexander Krieger Jul 25, 2019 Desktop Mobile Signup X.X% Signups

Alexander Tested Pattern #106: Back Buttons On Volders.de

 - Variant A
 - Variant B

In this experiment, a version without a back button was tested against a one where it was positioned in the upper left corner. This test occured on a second step of a contract cancellation service.