{"id":145977,"date":"2017-07-18T09:01:45","date_gmt":"2017-07-18T16:01:45","guid":{"rendered":"https:\/\/oroinc.com\/b2b-ecommerce\/blog\/ab-testing-ecommerce-pictures-11-real-tests-learn\/"},"modified":"2025-08-20T05:42:14","modified_gmt":"2025-08-20T12:42:14","slug":"ab-testing-ecommerce-pictures-11-real-tests-learn","status":"publish","type":"post","link":"https:\/\/oroinc.com\/b2b-ecommerce\/blog\/ab-testing-ecommerce-pictures-11-real-tests-learn\/","title":{"rendered":"11 Real A\/B Tests to Improve Your eCommerce Website Performance"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">For eCommerce businesses, A\/B testing (also known as split or bucket testing) is a perfect way to define purchasing triggers, optimize your website for conversions, and improve the user experience. <\/span><\/p>\n<h2><span style=\"font-weight: 400;\">A\/B testing in a Nutshell<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">A\/B testing basically allows you to experiment on your customers to learn what incentivises them to make a purchase on your website. It works like this: take two versions of the web page you want to test, also known as the control and the alternative. The control is the original page while the alternative is a replica, but with one different element that you want to test for (e.g. a different hero image, a different color for the Call-to-Action button, a different title text, etc.). These two versions will be split among your website&#8217;s visitors to see which version achieves better performance. <\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\nThe most popular A\/B testing tools used by thousands of marketers across the globe are\u00a0<\/span><a href=\"https:\/\/optimize.google.com\/optimize\/home\/\"><span style=\"font-weight: 400;\">Google Optimize <\/span><\/a><span style=\"font-weight: 400;\">(formerly <\/span><a href=\"https:\/\/developers.google.com\/analytics\/solutions\/experiments\"><span style=\"font-weight: 400;\">Google Analytics Experiments<\/span><\/a><span style=\"font-weight: 400;\">), <\/span><a href=\"https:\/\/www.optimizely.com\/\"><span style=\"font-weight: 400;\">Optimizely<\/span><\/a><span style=\"font-weight: 400;\"> and <\/span><a href=\"https:\/\/www.omniconvert.com\/\"><span style=\"font-weight: 400;\">Omniconvert<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">What A\/B tests to run in eCommerce<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">You can split test virtually everything on your eCommerce site and see how customers respond to the tweaks and alterations. You can play around with home page elements, navigation structure, site layout, product descriptions, information visibility, pricing, promos, and much more. Sometimes even the slightest difference in, say, image placement or button size may affect conversions. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Not sure whether a certain page or its element communicates the right message to the buying audience? Wondering which landing page headline, product description, or design of the call to action buttons better speaks to buyers? Verify your assumptions with an A\/B test. <\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Real-life A\/B test results you may leverage<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Let\u2019s take a look at real life A\/B test scenarios eCommerce businesses from all around the world have run. We hope that these experiments can inspire you to create some valuable tests of your own.<\/span><\/p>\n<h2><b>1. <a href=\"https:\/\/www.behave.org\/test\/standard-experience-gamified-one-engages-best\/\">Standard email capture vs gamified<\/a><\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Two types of email capture experience have been tested. The gamified opt-in version B, (see the pictures below) offering a \u2018mysterious discount\u2019 of 15%, won over a standard two-step email capture method directly offering the same discount in exchange for visitors\u2019 email addresses. The click rates increased by 48.9%, email submission rate grew by 25%, and the conversion rate got lifted by 12.7%.<\/span><\/p>\n<div id=\"attachment_35453\" style=\"width: 371px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35453\" class=\"wp-image-145978\" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/test1b.png\" alt=\"\" width=\"361\" height=\"203\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/test1b.png 450w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/test1b-360x202.png 360w\" sizes=\"auto, (max-width: 361px) 100vw, 361px\" \/><p id=\"caption-attachment-35453\" class=\"wp-caption-text\">Version A<\/p><\/div>\n<div id=\"attachment_35452\" style=\"width: 371px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35452\" class=\"wp-image-145980\" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/test1a.png\" alt=\"Version B\" width=\"361\" height=\"203\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/test1a.png 450w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/test1a-360x202.png 360w\" sizes=\"auto, (max-width: 361px) 100vw, 361px\" \/><p id=\"caption-attachment-35452\" class=\"wp-caption-text\">Version B<\/p><\/div>\n<h2><b>2. <a href=\"https:\/\/www.behave.org\/case-study\/saps-button-color-test-2\/\">CTA button color <\/a><\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Different hues have different psychological properties, they affect human behavior and invoke specific emotions, claims color psychology. Designing a button based on color science might be worth it. This case shows the results of the split testing meant to define which color the \u2018Add to Cart\u2019 call to action (CTA) button proves to be more eye-catching and clickable. Simply changing the color of the CTA button to emerald (version B) boosted sales conversions by 14%. <\/span><\/p>\n<div id=\"attachment_35454\" style=\"width: 371px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35454\" class=\" wp-image-145982\" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/2-a.png\" alt=\"\" width=\"361\" height=\"232\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/2-a.png 1004w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/2-a-716x460.png 716w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/2-a-685x440.png 685w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/2-a-768x493.png 768w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/2-a-327x210.png 327w\" sizes=\"auto, (max-width: 361px) 100vw, 361px\" \/><p id=\"caption-attachment-35454\" class=\"wp-caption-text\">Version A<\/p><\/div>\n<div id=\"attachment_35455\" style=\"width: 374px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35455\" class=\" wp-image-145984\" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/2-b.png\" alt=\"\" width=\"364\" height=\"234\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/2-b.png 1004w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/2-b-716x460.png 716w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/2-b-685x440.png 685w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/2-b-768x493.png 768w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/2-b-327x210.png 327w\" sizes=\"auto, (max-width: 364px) 100vw, 364px\" \/><p id=\"caption-attachment-35455\" class=\"wp-caption-text\">Version B<\/p><\/div>\n<h2><b>3. <a href=\"https:\/\/www.behave.org\/case-study\/the-count-is-on\/\">Countdown timer for the next day delivery<\/a><\/b><\/h2>\n<p><span style=\"font-weight: 400;\">The product page with an embedded next-day-delivery countdown timer (version B) led to increased purchases. In fact, this variation had 8.6% more conversions than the alternative variant that was just offering a free delivery.<\/span><\/p>\n<div id=\"attachment_35456\" style=\"width: 371px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35456\" class=\" wp-image-145986\" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/3-a.png\" alt=\"\" width=\"361\" height=\"199\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/3-a.png 825w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/3-a-720x397.png 720w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/3-a-760x419.png 760w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/3-a-768x424.png 768w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/3-a-360x199.png 360w\" sizes=\"auto, (max-width: 361px) 100vw, 361px\" \/><p id=\"caption-attachment-35456\" class=\"wp-caption-text\">Version A<\/p><\/div>\n<div id=\"attachment_35457\" style=\"width: 370px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35457\" class=\" wp-image-145988\" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/3-b.png\" alt=\"\" width=\"360\" height=\"202\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/3-b.png 826w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/3-b-720x404.png 720w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/3-b-760x426.png 760w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/3-b-768x430.png 768w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/3-b-360x202.png 360w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><p id=\"caption-attachment-35457\" class=\"wp-caption-text\">Version B<\/p><\/div>\n<h2>4. <a href=\"https:\/\/www.behave.org\/case-study\/honest-companys-segmented-offer-campaign-results\/\"><b>Segmented email campaigns vs standard offerings<\/b><\/a><\/h2>\n<p><span style=\"font-weight: 400;\">Due to customer segmentation via a <\/span><a href=\"https:\/\/oroinc.com\/orocrm\/\"><span style=\"font-weight: 400;\">CRM software<\/span><\/a><span style=\"font-weight: 400;\">, it\u2019s possible to communicate the right marketing message to the right audience. As A\/B testing for this case revealed, a precisely segmented email campaign based on a customer\u2019s purchase history (version B) turned out to be way more effective than a general marketing offer (version A). Segmented promotions increased customer clicks by 61% and boosted monthly subscriptions to bundled products.<\/span><\/p>\n<div id=\"attachment_35458\" style=\"width: 417px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35458\" class=\"wp-image-145990 \" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/4-a.png\" alt=\"\" width=\"407\" height=\"155\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/4-a.png 1024w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/4-a-720x274.png 720w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/4-a-760x289.png 760w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/4-a-768x293.png 768w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/4-a-360x137.png 360w\" sizes=\"auto, (max-width: 407px) 100vw, 407px\" \/><p id=\"caption-attachment-35458\" class=\"wp-caption-text\">Version A<\/p><\/div>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-145992\" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/4-b.png\" alt=\"Version B\" width=\"202\" height=\"268\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/4-b.png 423w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/4-b-347x460.png 347w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/4-b-332x440.png 332w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/4-b-159x210.png 159w\" sizes=\"auto, (max-width: 202px) 100vw, 202px\" \/><\/p>\n<h2><b>5.\u00a0<a href=\"https:\/\/www.behave.org\/case-study\/your-labels-now-form-test\/\">Detailed RFQ form vs compact request for quote<\/a><\/b><\/h2>\n<p><span style=\"font-weight: 400;\">A longer, detailed quote form placed on the left side of a B2B eCommerce page (version B) got astonishing 88.7% increase in form submissions resulting in more sales. When we further analyzed these pages, the shorter variation actually brought buyers to another page containing more data fields. This experience may have frustrated website visitors resulting in more incomplete form submissions. <\/span><\/p>\n<div id=\"attachment_35470\" style=\"width: 362px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35470\" class=\" wp-image-145994\" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/5a.png\" alt=\"\" width=\"352\" height=\"358\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/5a.png 624w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/5a-452x460.png 452w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/5a-432x440.png 432w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/5a-206x210.png 206w\" sizes=\"auto, (max-width: 352px) 100vw, 352px\" \/><p id=\"caption-attachment-35470\" class=\"wp-caption-text\">Version A<\/p><\/div>\n<div id=\"attachment_35471\" style=\"width: 377px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35471\" class=\" wp-image-145996\" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/5b.png\" alt=\"\" width=\"367\" height=\"355\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/5b.png 625w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/5b-476x460.png 476w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/5b-455x440.png 455w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/5b-217x210.png 217w\" sizes=\"auto, (max-width: 367px) 100vw, 367px\" \/><p id=\"caption-attachment-35471\" class=\"wp-caption-text\">Version B<\/p><\/div>\n<h2><b>6. <a href=\"https:\/\/www.behave.org\/case-study\/misslipgloss-product-page-test-results\/\">Shipping details under the Order button<\/a><\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Just like the previous A\/B experiment, buyers from this test case positively perceived the detailed information around goods and ordering. The version with shipping costs specified under the call to action button (version B) stimulated sales by 60.1%. There\u2019s been another test which displayed both delivery details <\/span><b><i>and<\/i><\/b><span style=\"font-weight: 400;\"> shipping costs. Interestingly, the version with only the shipping costs was the winner again.<\/span><\/p>\n<div id=\"attachment_35472\" style=\"width: 400px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35472\" class=\" wp-image-145998\" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/6a.png\" alt=\"\" width=\"390\" height=\"212\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/6a.png 634w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/6a-360x196.png 360w\" sizes=\"auto, (max-width: 390px) 100vw, 390px\" \/><p id=\"caption-attachment-35472\" class=\"wp-caption-text\">Version A<\/p><\/div>\n<div id=\"attachment_35473\" style=\"width: 304px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35473\" class=\" wp-image-146000\" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/6b.png\" alt=\"\" width=\"294\" height=\"220\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/6b.png 633w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/6b-616x460.png 616w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/6b-589x440.png 589w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/6b-281x210.png 281w\" sizes=\"auto, (max-width: 294px) 100vw, 294px\" \/><p id=\"caption-attachment-35473\" class=\"wp-caption-text\">Version B<\/p><\/div>\n<h2><b>7. <a href=\"https:\/\/www.behave.org\/test\/does-adding-a-pro-tip-section-increase-sales-for-this-niche-ecommerce-site\/\">Expert\u2019s tip on an item<\/a><\/b><\/h2>\n<p><span style=\"font-weight: 400;\">This A\/B test experimented whether a comment or review under a product page lead to more sales. It obviously did. Purchase volumes grew by 69% and revenue skyrocketed by 99%.<\/span><\/p>\n<div id=\"attachment_35475\" style=\"width: 348px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35475\" class=\"size-medium wp-image-146002\" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/7b.png\" alt=\"\" width=\"338\" height=\"460\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/7b.png 567w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/7b-338x460.png 338w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/7b-324x440.png 324w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/7b-154x210.png 154w\" sizes=\"auto, (max-width: 338px) 100vw, 338px\" \/><p id=\"caption-attachment-35475\" class=\"wp-caption-text\">Winning Version<\/p><\/div>\n<h2><b>8. <a href=\"https:\/\/www.behave.org\/case-study\/ballard-designs-404-page-test-results\/\">404 product page showcasing other assorted products<\/a><\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Just like <\/span><a href=\"https:\/\/oroinc.com\/b2b-ecommerce\/blog\/product-pages-seo-b2b-ecommerce\/\"><span style=\"font-weight: 400;\">out-of-stock pages<\/span><\/a><span style=\"font-weight: 400;\">,<\/span><i><span style=\"font-weight: 400;\"> non-existing product pages of eCommerce sites are full of potential<\/span><\/i><span style=\"font-weight: 400;\">. When tested, the 404-page providing recommended items for a missing product (version B) offered amazing results. In contrast to the simple, \u2018We\u2019re sorry but the page you\u2019re looking for is no longer available\u2019 version, the page with other recommendations led to increased purchases by new clients, optimized add-to-shopping-bag rates as well as increased page visits.<\/span><\/p>\n<div id=\"attachment_35477\" style=\"width: 524px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35477\" class=\" wp-image-146004\" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/8b.png\" alt=\"\" width=\"514\" height=\"321\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/8b.png 1015w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/8b-720x450.png 720w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/8b-703x440.png 703w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/8b-768x480.png 768w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/8b-336x210.png 336w\" sizes=\"auto, (max-width: 514px) 100vw, 514px\" \/><p id=\"caption-attachment-35477\" class=\"wp-caption-text\">Winning Version<\/p><\/div>\n<h2>9. <a href=\"https:\/\/www.behave.org\/case-study\/dells-increased-cart-friction-test\/\"><b>A \u2018talking cart\u2019 and items to be removed<\/b><\/a><\/h2>\n<p><span style=\"font-weight: 400;\">Don\u2019t let customers remove the products added to their carts before they confirm this action. A &#8220;talking&#8221; shopping cart can suggest them to save these items for later, giving them some time to reconsider, just in case their minds change. According to the test results, the triggered overlay version asking customers if they were sure they wanted to remove an item from a cart (the winning version B) resulted in a 4.4% lift in sales.<\/span><\/p>\n<div id=\"attachment_35479\" style=\"width: 338px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35479\" class=\"wp-image-146006\" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/9b.png\" alt=\"\" width=\"328\" height=\"352\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/9b.png 954w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/9b-429x460.png 429w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/9b-410x440.png 410w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/9b-768x824.png 768w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/9b-196x210.png 196w\" sizes=\"auto, (max-width: 328px) 100vw, 328px\" \/><p id=\"caption-attachment-35479\" class=\"wp-caption-text\">Winning Version<\/p><\/div>\n<h2><b>10. <a href=\"https:\/\/www.behave.org\/case-study\/submit-button-test-2\/\">Submit button vs Go to Payment Options button<\/a><\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Labelling a CTA checkout button is as important as designing it. Is it self-explanatory? Does it inform the buyer of what\u2019s next in the checkout process? This A\/B test proved that the \u201cGo to Payment Options\u201d button (version B) achieved a 87.5% lift in clickthroughs to the subsequent page. <\/span><\/p>\n<div id=\"attachment_35480\" style=\"width: 370px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35480\" class=\" wp-image-146008\" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/10a.png\" alt=\"\" width=\"360\" height=\"133\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/10a.png 1171w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/10a-720x266.png 720w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/10a-760x280.png 760w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/10a-768x283.png 768w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/10a-360x133.png 360w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/10a-1080x398.png 1080w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><p id=\"caption-attachment-35480\" class=\"wp-caption-text\">Version A<\/p><\/div>\n<div id=\"attachment_35481\" style=\"width: 376px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35481\" class=\" wp-image-146011\" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/10b.png\" alt=\"\" width=\"366\" height=\"131\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/10b.png 1024w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/10b-720x258.png 720w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/10b-760x272.png 760w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/10b-768x275.png 768w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/10b-360x129.png 360w\" sizes=\"auto, (max-width: 366px) 100vw, 366px\" \/><p id=\"caption-attachment-35481\" class=\"wp-caption-text\">Version B<\/p><\/div>\n<h2><b>11. <a href=\"https:\/\/www.behave.org\/case-study\/uk-tool-centres-filer-test-results\/\">Filtering options on the category page<\/a><\/b><\/h2>\n<p><span style=\"font-weight: 400;\">This test provided an interesting outcome. UK Tool Center, a business selling power- and hand tools, created an alternative product category page with nice filtering options to help their visitors navigate through hundreds of products. But tests showed that the version with the filtering options (version B) reduced the number of clicks by 27%! While it may seem rational that filtering options would help the customer experience and lead to more page visits, it actually distracted the buyer. In addition, removing the filter allowed more products to be shown above the fold.<\/span><\/p>\n<div id=\"attachment_35483\" style=\"width: 373px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35483\" class=\"wp-image-146014 \" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/11b.png\" alt=\"\" width=\"363\" height=\"256\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/11b.png 908w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/11b-652x460.png 652w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/11b-623x440.png 623w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/11b-768x542.png 768w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/11b-297x210.png 297w\" sizes=\"auto, (max-width: 363px) 100vw, 363px\" \/><p id=\"caption-attachment-35483\" class=\"wp-caption-text\">Version A<\/p><\/div>\n<div id=\"attachment_35482\" style=\"width: 370px\" class=\"wp-caption alignleft\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-35482\" class=\" wp-image-146017\" src=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/11a.png\" alt=\"\" width=\"360\" height=\"277\" srcset=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/11a.png 908w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/11a-598x460.png 598w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/11a-572x440.png 572w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/11a-768x591.png 768w, https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/11a-273x210.png 273w\" sizes=\"auto, (max-width: 360px) 100vw, 360px\" \/><p id=\"caption-attachment-35482\" class=\"wp-caption-text\">Version B<\/p><\/div>\n<h2><span style=\"font-weight: 400;\">Takeaways<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The major points that we wanted you to take away from this write-up are:<\/span><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">There are no strict recommendations of what to A\/B test. Depending on your business objectives, you can test any concept and on-page element to see how it impacts traffic, changes customer behaviour, and promotes conversions. <\/span><\/li>\n<li><span style=\"font-weight: 400;\">Never forget that you are not the target audience, so the design elements and content that you might find appealing may not have the same appeal to your website visitors. <\/span><b><i>Always<\/i><\/b><span style=\"font-weight: 400;\"> verify your improvements and changes with an A\/B test.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">There&#8217;s always an opportunity to improve your website conversion rates. Even your 404 pages can bring you additional revenue. <\/span><\/li>\n<li><span style=\"font-weight: 400;\">Most importantly, never stop testing. A\/B Testing isn\u2019t a one-shot project, it is a process that needs to be repeated periodically when done correctly.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">So never stop improving your website. In case you are stuck, just do what we do &#8211; go and check <\/span><a href=\"https:\/\/www.behave.org\/testing-verticals\/\"><span style=\"font-weight: 400;\">WhichTestWon<\/span><\/a><span style=\"font-weight: 400;\"> to pick up some fresh A\/B testing ideas. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Happy experimenting! And feel free to share any other fascinating A\/B test outcomes that you&#8217;ve seen in the comments below.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>For eCommerce businesses, A\/B testing (also known as split or bucket testing) is a perfect way to define purchasing triggers, optimize your website for conversions, and improve the user experience. A\/B testing in a Nutshell A\/B testing basically allows you to experiment on your customers to learn what incentivises them to make a purchase on [&hellip;]<\/p>\n","protected":false},"author":44013,"featured_media":146020,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"ep_exclude_from_search":false,"footnotes":""},"categories":[208],"tags":[133],"class_list":{"0":"post-145977","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-sales-marketing","8":"tag-orocrm"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>11 Real A\/B Tests to Improve Your eCommerce Website Performance<\/title>\n<meta name=\"description\" content=\"For eCommerce businesses, A\/B testing is a perfect way to define purchasing triggers, optimize your website for conversions, and improve user experience.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/oroinc.com\/b2b-ecommerce\/blog\/ab-testing-ecommerce-pictures-11-real-tests-learn\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"11 Real A\/B Tests to Improve Your eCommerce Website Performance\" \/>\n<meta property=\"og:description\" content=\"For eCommerce businesses, A\/B testing is a perfect way to define purchasing triggers, optimize your website for conversions, and improve user experience.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/oroinc.com\/b2b-ecommerce\/blog\/ab-testing-ecommerce-pictures-11-real-tests-learn\/\" \/>\n<meta property=\"og:site_name\" content=\"OroCommerce\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/OroCommerce-333319140210515\/\" \/>\n<meta property=\"article:published_time\" content=\"2017-07-18T16:01:45+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-20T12:42:14+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/ab-testing-for-ecommerce-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"760\" \/>\n\t<meta property=\"og:image:height\" content=\"440\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Oro Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@orocommerce\" \/>\n<meta name=\"twitter:site\" content=\"@orocommerce\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Oro Team\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"10 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/oroinc.com\/b2b-ecommerce\/blog\/ab-testing-ecommerce-pictures-11-real-tests-learn\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/oroinc.com\/b2b-ecommerce\/blog\/ab-testing-ecommerce-pictures-11-real-tests-learn\/\"},\"author\":{\"name\":\"Oro Team\",\"@id\":\"https:\/\/oroinc.com\/b2b-ecommerce\/#\/schema\/person\/4668389a908cbec4f872097fc097bb4b\"},\"headline\":\"11 Real A\/B Tests to Improve Your eCommerce Website Performance\",\"datePublished\":\"2017-07-18T16:01:45+00:00\",\"dateModified\":\"2025-08-20T12:42:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/oroinc.com\/b2b-ecommerce\/blog\/ab-testing-ecommerce-pictures-11-real-tests-learn\/\"},\"wordCount\":1425,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/oroinc.com\/b2b-ecommerce\/#organization\"},\"image\":{\"@id\":\"https:\/\/oroinc.com\/b2b-ecommerce\/blog\/ab-testing-ecommerce-pictures-11-real-tests-learn\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/oroinc.com\/b2b-ecommerce\/wp-content\/uploads\/sites\/3\/2025\/08\/ab-testing-for-ecommerce-1.png\",\"keywords\":[\"OroCRM\"],\"articleSection\":[\"Sales &amp; 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