{"id":26071,"date":"2020-11-19T10:25:00","date_gmt":"2020-11-19T07:25:00","guid":{"rendered":"https:\/\/www.x-cart.com\/?p=26071"},"modified":"2025-03-26T13:17:42","modified_gmt":"2025-03-26T10:17:42","slug":"how-to-do-a-b-testing-the-smart-way-your-most-pressing-questions-answered","status":"publish","type":"post","link":"https:\/\/www.x-cart.com\/blog\/ab-testing.html","title":{"rendered":"How to Do A\/B Testing the Smart Way: Your Most Pressing Questions Answered"},"content":{"rendered":"\n\n\n<p>In this step-by-step guide to A\/B testing, you\u2019ll discover a wealth of useful information on how to test your store\u2019s user experience and triple your company\u2019s conversions.&nbsp;<\/p>\n\n\n\n<p>Diving into eCommerce is easy. But don\u2019t get caught by the misconception that setting up an online business is a one-time investment. And I\u2019m not talking about the money side of things. It\u2019s more about your personal input measured in the time spent, and effort put in.&nbsp;<\/p>\n\n\n\n<p>You have to be experimenting all the time, testing everything that might positively affect your conversions \u2014 play around with the layout elements, check the spamminess of your emails, and so on. Because without it, you\u2019ll be playing a guessing game trying to figure out what your audience is fond of and what encourages them to run away from your site.&nbsp;<\/p>\n\n\n\n<p>Below the top things to understand in A\/B testing:&nbsp;<\/p>\n\n\n\n<ul class=\"checklist darkblue gb-list__check gb-list__check--blue wp-block-list\">\n<li>Why should you be planning to run A\/B tests for your online store?<\/li>\n\n\n\n<li>What can we test? And what we should NOT test?&nbsp;<\/li>\n\n\n\n<li>What results are we about to achieve implementing this strategy?&nbsp;<\/li>\n\n\n\n<li>What are some of the things to consider before you start spying out the land?<em> (Yeah, we should all be a little bit like spies to know your shoppers better and be able to predict their spending habits.)<\/em><\/li>\n\n\n\n<li>Are there any A\/B testing tools that you can use to be more productive?&nbsp;<\/li>\n\n\n\n<li>And finally, how do you analyze your A\/B testing metrics and take action?<\/li>\n<\/ul>\n\n\n\n<p>But, before we go any further, <strong>what is A\/B testing<\/strong>?&nbsp;<\/p>\n\n\n    <a id=\"what\" class=\"anchor\" aria-hidden=\"true\"><\/a>\n\n\n<div class=\"gb-emph\">\n\n<p>In a nutshell, eCommerce A\/B testing is a process of comparing two variants of a web page, email, or just about any other element against each other to find out which one brings home the bacon and which one should be ditched.<\/p>\n\n<\/div>\n\n\n<p>Now that you know what is in store for you, grab yourself a cup of coffee and get comfy, because this guide is your life for the next 20 minutes.&nbsp;<\/p>\n\n\n\n<p>Ready? Let&#8217;s take a closer look at what\u2019s inside.&nbsp;<\/p>\n\n\n<a class=\"anchor\" id=\"why\" aria-hidden=\"true\"><\/a><h2>\n            I. Why Do You Really Need to Do A\/B Testing?    <\/h2>\n\n\n\n<p>The benefits of A\/B testing are pretty obvious, aren\u2019t they? These are increased traffic to your website, better conversions, lower bounce rates, improved user engagement, reduced cart abandonment, just to name a few. I\u2019m sure you know them already.<\/p>\n\n\n\n<p>But my gut says that there\u2019s still something that holds you back from all of the good stuff that awaits you in the world of A\/B testing. You feel a bit skeptical about this strategy, don\u2019t you?<\/p>\n\n\n\n<p>I know the feeling. And this is why I won\u2019t elaborate on the things that may seem obvious, but rather focus your attention on some of the most crucial benefits that will push your business toward A\/B testing.<\/p>\n\n\n\n<p>Without further ado, here are my ideas:&nbsp;<\/p>\n\n\n<h3>\n            1. The Results Will Come in Quickly    <\/h3>\n\n\n\n<p>As a business owner, you are likely to be too pressed for time to opt for yet another strategy, especially if you are not 100% sure about the outcome.&nbsp;<\/p>\n\n\n\n<p>This is not the case for A\/B testing.&nbsp;<\/p>\n\n\n\n<p>Even a relatively small change can provide visible, actionable results. Bonus: you can do it with zero or little investment.&nbsp;<\/p>\n\n\n\n<p>This makes this strategy a good fit both for small businesses running on a tight budget and for enterprise ones having a lot of plates spinning in the air.&nbsp;<\/p>\n\n\n<h3>\n            2. Change Is the Only Constant; You Should Be Part of It    <\/h3>\n\n\n\n<p>Neither the community you serve as a business owner nor your competitors will let you stay put. You\u2019ve got to be hustling, serving your customers on the go, and fulfilling their most exquisite needs.&nbsp;<\/p>\n\n\n\n<p>Have you already noticed that vanishing content is becoming more and more trendy?&nbsp;<\/p>\n\n\n\n<ul class=\"checklist darkblue gb-list__check gb-list__check--blue wp-block-list\">\n<li>Stories on Instagram vanish after 24 hours.<\/li>\n\n\n\n<li>Snapchat messages disappear without any trace once they catch your eye.t<\/li>\n<\/ul>\n\n\n\n<p>Immediacy brings about the highest engagement, as it feels more authentic and secure. And business owners have to adjust to the changing environment.<\/p>\n\n\n\n<p>The same about landing page design, which is never static. We just optimized our websites to perform nicely on mobile devices, keeping things simple and consistent, when another trend came over \u2014 now you have to get your customers involved with interactive elements?!&nbsp;<\/p>\n\n\n\n<p>Could you have predicted this shift with A\/B testing? You bet!&nbsp;<\/p>\n\n\n\n<p>You have to continuously adjust your website as well as the overall strategy to your changing environment.&nbsp;<\/p>\n\n\n<h3>\n            3. Avoid Ineffective Decisions Before It\u2019s Too Late    <\/h3>\n\n\n\n<p>Ideally, all the changes to your eCommerce website structure and layout should be well informed. But it\u2019s in an ideal world. We all know how it happens in real life \u2014 some changes are implemented in a hit and miss fashion.&nbsp;<\/p>\n\n\n\n<p>Following your gut is good, but basing marketing decisions around data and A\/B tests is a less risky investment.<\/p>\n\n\n\n<p>Just think about it for a moment. You don\u2019t want to lose your revenue because of a tiny discrepancy between your inner sense and your customers\u2019 expectations.<\/p>\n\n\n\n<p><strong>Additional Resources:&nbsp;<\/strong><br><a href=\"https:\/\/www.mightycall.com\/blog\/10-benefits-ab-testing\/\" target=\"_blank\">The Importance of A\/B Testing: 10 Benefits of AB Testing<\/a>&nbsp;<\/p>\n\n\n<a class=\"anchor\" id=\"types\" aria-hidden=\"true\"><\/a><h2>\n            II. Types of A\/B Testing     <\/h2>\n\n\n\n<p>There are a number of different elements that you can test using the A\/B testing technique \u2014 from call-to-action buttons to the navigation paths.&nbsp;<\/p>\n\n\n\n<p>But all these types of A\/B tests will ultimately come down to just a few. These are:<\/p>\n\n\n<h3>\n            1. Element-Level Testing    <\/h3>\n\n\n    <div class=\"gb-img__figure-container\">\n        <figure class=\"gb-img__figure\">\n                            <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/26074\/Page-Level_Testing-p500.webp 1x, https:\/\/www.x-cart.com\/img\/26074\/Page-Level_Testing-p760.webp 2x, https:\/\/www.x-cart.com\/img\/26074\/Page-Level_Testing.webp 3x\" type=\"image\/webp\" media=\"(max-width: 420px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26074\/Page-Level_Testing-p500.jpg 1x, https:\/\/www.x-cart.com\/img\/26074\/Page-Level_Testing-p760.jpg 2x, https:\/\/www.x-cart.com\/img\/26074\/Page-Level_Testing-p1140.jpg 3x\" type=\"image\/jpg\" media=\"(max-width: 420px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26074\/Page-Level_Testing.webp 1x\" type=\"image\/webp\" media=\"(min-width: 421px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26074\/Page-Level_Testing-p950.jpg 1x, https:\/\/www.x-cart.com\/img\/26074\/Page-Level_Testing-raw.jpg 2x\" type=\"image\/jpg\" media=\"(min-width: 421px)\" \/><img decoding=\"async\"  width=\"1520\" height=\"700\" src=\"https:\/\/www.x-cart.com\/img\/26074\/Page-Level_Testing-p950.jpg\" srcset=\"https:\/\/www.x-cart.com\/img\/26074\/Page-Level_Testing-p950.jpg 1x, https:\/\/www.x-cart.com\/img\/26074\/Page-Level_Testing-raw.jpg 2x\" alt=\"Element-Level A\/B Testing\" loading=\"lazy\" \/><\/picture>                                <\/figure>\n    <\/div>\n    \n\n\n<p>This is the most primitive A\/B test, one that doesn&#8217;t require too much of an effort. You test the variations of various elements of a single page, such as images, headlines, CTAs, and the like.<\/p>\n\n\n\n<ul class=\"checklist darkblue gb-list__check gb-list__check--blue wp-block-list\">\n<li><strong>Call-to-actions<\/strong>. You can test different variables, including color, size, shape, position, wording, and even special effects.<\/li>\n\n\n\n<li><strong>A\/B headline testing. <\/strong>This is what your potential customers see first thing when entering your site, seeing it in search results, or receiving your email. Hence, the quality of your headlines may directly impact your email open rates, Google Ads impressions, the effectiveness of your entire landing page, and so on.&nbsp;&nbsp;<\/li>\n\n\n\n<li><strong>Visual content<\/strong>, like images, videos. Can infographics, webinar recordings, or <a href=\"https:\/\/www.x-cart.com\/blog\/video-marketing\/podcasting.html\">podcasts<\/a> be compared against the plain text? You bet! Can we A\/B test a longer infographic against a shorter one? Of course.&nbsp;<\/li>\n\n\n\n<li><strong>Product descriptions. <\/strong>By testing the length and design of product descriptions, you can significantly reduce your abandoned cart rate. This is especially true for Amazon product detail pages, where the options for customization are pretty limited.<\/li>\n<\/ul>\n\n\n\n<p>The biggest misconception about element-level testing is that you should <a href=\"https:\/\/optinmonster.com\/ab-testing-best-practices\/#absplit8\" target=\"_blank\">test one element at a time<\/a>. Don\u2019t get me wrong. It will definitely help you figure out which particular change makes a difference in your lead conversions.<\/p>\n\n\n\n<p>But what\u2019s in it for you if you don\u2019t see any significant revenue growth? Don\u2019t get me wrong, it\u2019s a good idea, but it won\u2019t get you anywhere. Minor changes generally lead to inconspicuous results.&nbsp;<\/p>\n\n\n\n<p>Even worse, if you only keep on trying small element testing, inconclusive results and puzzling outcomes will soon discourage you and push you to quit your entire testing program.&nbsp;<\/p>\n\n\n\n<p>This brings us to the next point.<\/p>\n\n\n<h3>\n            2. Page-Level Testing    <\/h3>\n\n\n    <div class=\"gb-img__figure-container\">\n        <figure class=\"gb-img__figure\">\n                            <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/26073\/Element-Level_Testing-p500.webp 1x, https:\/\/www.x-cart.com\/img\/26073\/Element-Level_Testing.webp 2x\" type=\"image\/webp\" media=\"(max-width: 420px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26073\/Element-Level_Testing-p500.jpg 1x, https:\/\/www.x-cart.com\/img\/26073\/Element-Level_Testing-p760.jpg 2x, https:\/\/www.x-cart.com\/img\/26073\/Element-Level_Testing-p1140.jpg 3x\" type=\"image\/jpg\" media=\"(max-width: 420px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26073\/Element-Level_Testing.webp 1x\" type=\"image\/webp\" media=\"(min-width: 421px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26073\/Element-Level_Testing-p950.jpg 1x, https:\/\/www.x-cart.com\/img\/26073\/Element-Level_Testing-raw.jpg 2x\" type=\"image\/jpg\" media=\"(min-width: 421px)\" \/><img decoding=\"async\"  width=\"1520\" height=\"700\" src=\"https:\/\/www.x-cart.com\/img\/26073\/Element-Level_Testing-p950.jpg\" srcset=\"https:\/\/www.x-cart.com\/img\/26073\/Element-Level_Testing-p950.jpg 1x, https:\/\/www.x-cart.com\/img\/26073\/Element-Level_Testing-raw.jpg 2x\" alt=\"Page-Level A\/B Testing\" loading=\"lazy\" \/><\/picture>                                <\/figure>\n    <\/div>\n    \n\n\n<p>Page-level testing, also called multivariate testing, presumes that you are testing several elements at the same time.&nbsp;<\/p>\n\n\n\n<p>At this level, you compare different page layouts or several combinations of elements on the same page. This type of testing is proved to be more effective, though rather complicated.<\/p>\n\n\n\n<ul class=\"checklist darkblue gb-list__check gb-list__check--blue wp-block-list\">\n<li><strong>Testing the overall look and feel<\/strong> of your landing pages, you can potentially accomplish a <a href=\"https:\/\/www.wordstream.com\/blog\/ws\/2014\/03\/17\/what-is-a-good-conversion-rate\" target=\"_blank\" rel=\"noreferrer noopener\">3-5x boost in conversion rates<\/a>, which is A LOT.&nbsp;&nbsp;<\/li>\n\n\n\n<li><strong>A\/B testing your content depth<\/strong>. Some users are too reluctant to dig deep into product specifications and are good with concise overviews. Others want a deep dive that describes the product in painstaking detail.&nbsp;<\/li>\n<\/ul>\n\n\n\n<p><strong>Note:<\/strong> Multivariate testing is recommended only for the stores with a large number of daily visitors. Otherwise, it may take ages to obtain meaningful data from the test.<\/p>\n\n\n<h3>\n            3. Visitor Flow Testing    <\/h3>\n\n\n\n<p>Gee, that\u2019s the tough one. I promise.&nbsp;<\/p>\n\n\n\n<p>It implies testing several navigation paths for your customer around the website.&nbsp;<\/p>\n\n\n\n<p>For example, you test two different types of navigation menus, or product filters, or categories. Alternatively, you can compare a one-step-checkout with a multi-step one.<\/p>\n\n\n\n<p>This sort of testing brings about major changes to your store\u2019s look and feel, to say nothing of the amount of effort it requires from the development team to make.&nbsp;<\/p>\n\n\n\n<p>However, done right, it can have the highest impact.<\/p>\n\n\n<h3>\n            4. Overall Strategy Testing    <\/h3>\n\n\n\n<p>You can infinitely change the color of your CTAs and follow your customers\u2019 steps to find out what it is that vows them most of all. But what if the issue is way deeper than you think? What if you should change the approach to business development?&nbsp;<\/p>\n\n\n\n<ul class=\"checklist darkblue gb-list__check gb-list__check--blue wp-block-list\">\n<li><strong>SEO A\/B testing.<\/strong> Here at X-Cart, we are constantly trying <a href=\"https:\/\/www.x-cart.com\/blog\/ecommerce-seo.html\">new techniques in SEO<\/a>. As of now, content syndication is in progress, which is showing some promising results already.<\/li>\n\n\n\n<li><strong>Social proof testing.<\/strong> It\u2019s not a secret that people <a href=\"https:\/\/www.sellerlabs.com\/blog\/how-to-get-reviews-on-amazon\/\" target=\"_blank\">trust online reviews<\/a> as much as friends. (<em>So naive of them.<\/em>) But what type of social proof works best for your eCommerce business? Reviews on customer review websites like <a href=\"https:\/\/market.x-cart.com\/addons\/trustpilot.html\">Trustpilot<\/a> or <a href=\"https:\/\/market.x-cart.com\/addons\/shopper-approved-reviews.html\">Shopper Approved<\/a>? Social shares? Media mentions? Or any other sort of user-generated content? That\u2019s up to you to find out.<\/li>\n<\/ul>\n\n\n<a class=\"anchor\" id=\"things\" aria-hidden=\"true\"><\/a><h2>\n            III. Essential Things To Consider Launching an A\/B Testing Campaign    <\/h2>\n\n\n\n<p>As a business owner, you may already have a bunch of rules that you follow running your A\/B testing campaigns. You weren\u2019t born yesterday, after all. And even if you are new to the party, your gut probably tells you that:&nbsp;<\/p>\n\n\n\n<ul class=\"checklist darkblue gb-list__check gb-list__check--blue wp-block-list\">\n<li>You should split your test groups equally to get the most accurate results.<\/li>\n\n\n\n<li>You should allow your test to run for at least a week (or better a month) to bring any notable results. If there is no winner after one month, kill it.<\/li>\n\n\n\n<li>If a test drops below a 10% lift in conversions, kill it, as well.<\/li>\n\n\n\n<li>Testing email variables makes sense only if you have at least 5K recipients to get the most useful data. (That\u2019s what Mailchimp <a rel=\"noreferrer noopener\" href=\"https:\/\/mailchimp.com\/help\/create-an-ab-testing-campaign\/\" target=\"_blank\">suggests<\/a> for its users, too.)<\/li>\n\n\n\n<li>Content marketing takes between <a rel=\"noreferrer noopener\" href=\"https:\/\/moz.com\/blog\/7-search-ranking-factors-analyzed-follow-up-study\" target=\"_blank\">100-150 days<\/a> to work. But who would expect it to work faster?<\/li>\n\n\n\n<li>Using A\/B testing tools, like Google Optimize, will simplify the process. Really? LOL. (<a href=\"https:\/\/www.x-cart.com\/blog\/ab-testing.html#tools\">Scroll down the page to see more tools&gt;&gt;<\/a>)<\/li>\n<\/ul>\n\n\n\n<p>I won\u2019t kill your time describing the <a href=\"https:\/\/www.crazyegg.com\/blog\/ab-testing-rules\/\" target=\"_blank\">hackneyed rules for A\/B testing<\/a> that are copied and pasted over and over again on multiple online resources. You know them already. I\u2019d rather give attention to the less evident things related, say, to buyer psychology or silly mistakes that always get overlooked.<\/p>\n\n\n\n<p>Off we go! No fluff. I promise.&nbsp;<\/p>\n\n\n<h3>\n            1. Tie Your Website Together With a Strong Narrative    <\/h3>\n\n\n\n<p>If you are looking to go from 0.001% to 11% conversion rate, you must put together a solid and coherent content strategy.&nbsp;<\/p>\n\n\n\n<p>This may sound like an obvious thing to go for, but it is often overlooked and buried deep under the massive A\/B and split testing campaigns.&nbsp;<\/p>\n\n\n\n<p>Don\u2019t rush to spend thousands of dollars on landing page redesign, content updates, and navigation re-make. Take a moment to ponder on the following questions instead:<\/p>\n\n\n\n<ul class=\"checklist darkblue gb-list__check gb-list__check--blue wp-block-list\">\n<li>What story do you communicate to your visitors?<\/li>\n\n\n\n<li>Are you absolutely sure what your <a href=\"https:\/\/www.x-cart.com\/blog\/creating-your-buyer-personas.html\">buyer personas<\/a> are? Is there anything about your website that might bother them? (You can even <a href=\"https:\/\/www.x-cart.com\/blog\/ab-testing.html#poll\">ask them directly<\/a>, but wait, one thing at a time.)<\/li>\n\n\n\n<li>What techniques do you use to retain existing customers? Are they effective?<\/li>\n\n\n\n<li>What impression do you want to make at the moment they land on your site?<\/li>\n\n\n\n<li>Are you vowing your website visitors? If yes, how?<\/li>\n<\/ul>\n\n\n<h3>\n            2. Do Not Run A\/B Tests for the Sake of Data    <\/h3>\n\n\n\n<p>The A\/B testing is not about the amount of data collected but about the quality and transparency of the results.&nbsp;<\/p>\n\n\n\n<p>If you launch a new A\/B test every other day, it means you might not pay due consideration to the analyses of the results. Or vice versa: If you spend more than 20% of your time doing pure analytics reporting, then you are wasting your company\u2019s time.&nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<p>What I know for sure is that there should be some kind of a balance between analyses and the number of tests.<\/p>\n\n\n\n<p>Your goal is definitely NOT just collecting raw data. You want to nail it. But don\u2019t push yourself too hard. It won\u2019t bring you any good either.<\/p>\n\n\n\n<p>Run another A\/B test, maybe?<\/p>\n\n\n<a class=\"anchor\" id=\"pre-test\" aria-hidden=\"true\"><\/a><h3>\n            3. Pre-Test Data Should Be at the Heart of A\/B Testing    <\/h3>\n\n\n\n<p>Before you put any effort into A\/B testing, you should make sure that there is actual scientific research behind your theory that backs up your test. Otherwise, you are just guessing.<\/p>\n\n\n\n<p>What\u2019s in it for you?&nbsp;<\/p>\n\n\n\n<ol class=\"ol-numbers wp-block-list\">\n<li><strong>User feedback is essential<\/strong>. Without it, you\u2019re just chasing your own shadow.<\/li>\n\n\n\n<li><strong>Take a closer look at the stats collected by other businesses in your niche. <\/strong>Did you know that a <a href=\"https:\/\/www.invespcro.com\/blog\/images\/blog-images\/P-value_in_statistical_significance_testing.png\" target=\"_blank\" rel=\"noreferrer noopener\">staggering 38%<\/a> of the so-called successful tests are proved to be false positives? Knowing that can hopefully help you interpret the results correctly.<\/li>\n\n\n\n<li><strong>Segmentation and personalization is a must<\/strong> as we are all different, and so are your customers. For the experiment to bring the most plausible results, segment your data before and after the test.&nbsp;<\/li>\n\n\n\n<li><strong>Take a closer look at the data you already have<\/strong>. Analyze your heatmap. (We use <a href=\"https:\/\/www.x-cart.com\/blog\/ab-testing.html#crazyegg\">CrazyEgg<\/a> to accomplish this). Dig a bit deeper into Google Analytics\u2019 data.&nbsp;<\/li>\n\n\n\n<li><strong>Talk to your CRO manager<\/strong>, after all, if you are not the one yourself \ud83d\ude42 They may share some valuable insights with you on the previous tests.<\/li>\n<\/ol>\n\n\n<h3>\n            4. Be Ready to Fail (Cause Sometimes It\u2019s Inevitable)    <\/h3>\n\n\n\n<p>Fear of failure is just your ego talking. Don\u2019t be afraid to fail. But be ready for it.&nbsp;<\/p>\n\n\n\n<p>Even if your A\/B testing experiment is technically a winner, it doesn\u2019t mean that your customers won\u2019t curse.<\/p>\n\n\n    <div class=\"gb-video__container\" role=\"presentation\">\n        <video  class=\"gb-video\" width=\"320\" height=\"180\" autoplay muted playsinline loop src=\"https:\/\/www.x-cart.com\/wp-content\/uploads\/2020\/11\/angry-customer.mp4\" title=\"Angry customers\" aria-label=\"Angry customers\">\n            <source src=\"https:\/\/www.x-cart.com\/wp-content\/uploads\/2020\/11\/angry-customer.mp4\" type=\"video\/mp4\" \/>\n            <p>It looks like your browser doesn&#8217;t support HTML5 video \ud83d\ude41 <br \/>Just in case, here is a link to the video: https:\/\/www.x-cart.com\/wp-content\/uploads\/2020\/11\/angry-customer.mp4<\/p>\n        <\/video>\n    <\/div>\n\n\n\n<p>Winning designs can lose when deployed to production or on follow up validation tests. This could be due to <a href=\"https:\/\/www.x-cart.com\/blog\/ab-testing.html#pre-test\">false positives<\/a> or just due to some kind of a \u2018novelty effect.\u2019<\/p>\n\n\n\n<p>If your experiment failed to deliver a eureka moment, get over it, and try again.<\/p>\n\n\n<link  rel=\"stylesheet\" href=\"\/wp-content\/themes\/miniflat\/build\/css\/elements\/post\/img-with-text.css?var=1642495270\" \/><div class=\"gb-iwt\">\n            <div class=\"gb-iwt__image p-blog__image-shadow\">\n                <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/26080\/James_Kobielus.webp 1x\" type=\"image\/webp\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26080\/James_Kobielus.jpg 1x\" type=\"image\/jpg\" \/><img decoding=\"async\"  width=\"300\" height=\"300\" src=\"https:\/\/www.x-cart.com\/img\/26080\/James_Kobielus.jpg\" srcset=\"https:\/\/www.x-cart.com\/img\/26080\/James_Kobielus.jpg 1x\" alt=\"James Kobielus\" class=\"gb-iwt__img\" loading=\"lazy\" \/><\/picture>        <\/div>\n        <div class=\"gb-iwt__content\">\n                <p class=\"gb-iwt__text\">\n            Here\u2019s an amazing post about the <a href=\"https:\/\/www.linkedin.com\/pulse\/real-world-experiments-value-failure-ab-testing-james-kobielus\/\" target=\"_blank\" rel=\"noreferrer noopener\">value of failure in A\/B testing<\/a> by James Kobielus, who have been around the block a bit. He will show you that statistically insignificant A\/B testing results are \u201c<em>your learning opportunities, and are, as such, not failures at all.\u201d<\/em>        <\/p>\n    <\/div>\n<\/div>\n\n<a class=\"anchor\" id=\"poll\" aria-hidden=\"true\"><\/a><h3>\n            5. Get Down to Polls and Ask Your Customers What They Think    <\/h3>\n\n\n\n<p>Not only can you test various elements of your webpage or email. You can also experiment with your A\/B testing approaches.&nbsp;<\/p>\n\n\n\n<p>Sounds like a plan, isn\u2019t it?&nbsp;<\/p>\n\n\n\n<p>Think bigger and add some novel techniques to your ideas backlog. Here are a few examples off the top of my head:<\/p>\n\n\n\n<ul class=\"checklist darkblue gb-list__check gb-list__check--blue wp-block-list\">\n<li><strong>1 on 1 interviews<\/strong> with your loyal customers. Why not? This can be accomplished through screen sharing tools built-in Zoom, Google Meet, Slack, etc.<\/li>\n\n\n\n<li><strong>Online polling<\/strong> \u2014 this is some of the easiest qualitative data to pull directly from the horse&#8217;s mouth.&nbsp;<\/li>\n\n\n\n<li><strong>User testing <\/strong>is when you literally spy on your user behavior, but in real time. Individual visitor session recordings, using the tools like Hotjar or Inspectlet, are an amazing way to gauge how your shoppers interact with your store\u2019s interface and see where your shoppers may be getting frustrated.<strong>&nbsp;<\/strong><\/li>\n<\/ul>\n\n\n\n<p>In fact, there are way more strategies to consider before you dive into the world of A\/B testing. Below are some more homework for those who are on their way to becoming A\/B testing wizards.<\/p>\n\n\n\n<p><strong>More Resources to Study:&nbsp;<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/offers.hubspot.com\/ab-testing-kit\" target=\"_blank\">The Complete A\/B Testing Kit for Marketers<\/a><br><a href=\"http:\/\/larslofgren.com\/growth\/7-rules-for-ab-testing\" target=\"_blank\">My 7 Rules for A\/B Testing That Triple Conversion Rates<\/a>&nbsp;<a href=\"https:\/\/blog.hubspot.com\/marketing\/how-to-do-a-b-testing\" target=\"_blank\">How to Do A\/B Testing: A Checklist You&#8217;ll Want to Bookmark<\/a><\/p>\n\n\n<a class=\"anchor\" id=\"plan\" aria-hidden=\"true\"><\/a><h2>\n            IV. Creating a Strong A\/B Testing Plan for Your eCommerce Business    <\/h2>\n\n\n\n<p>But enough theory \u2014 let\u2019s talk about how to actually do it.&nbsp;<\/p>\n\n\n\n<p>This A\/B testing plan template will walk you through how to conduct pre-test heuristic analysis, create the conversion roadmap, put it in place, and, finally, measure results for better split tests.<\/p>\n\n\n\n<p>So, where do you begin?&nbsp;<\/p>\n\n\n<link  rel=\"stylesheet\" href=\"\/wp-content\/themes\/miniflat\/build\/css\/elements\/post\/quote.css?var=1742284057\" \/><blockquote class=\"gb-quote gb-quote--photo\">\n            <div class=\"gb-quote__photo p-blog__image-shadow\">\n                <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/26098\/hero-alice-wonderland.webp 1x\" type=\"image\/webp\" media=\"(max-width: 599px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26098\/hero-alice-wonderland.jpg 1x, https:\/\/www.x-cart.com\/img\/26098\/hero-alice-wonderland-raw.jpg 2x\" type=\"image\/jpg\" media=\"(max-width: 599px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26098\/hero-alice-wonderland.webp 1x\" type=\"image\/webp\" media=\"(min-width: 600px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26098\/hero-alice-wonderland-raw.jpg 1x\" type=\"image\/jpg\" media=\"(min-width: 600px)\" \/><img decoding=\"async\"  width=\"300\" height=\"300\" src=\"https:\/\/www.x-cart.com\/img\/26098\/hero-alice-wonderland-raw.jpg\" srcset=\"https:\/\/www.x-cart.com\/img\/26098\/hero-alice-wonderland-raw.jpg 1x\" alt=\"Alice in Wonderland\" class=\"gb-quote__img\" loading=\"lazy\" \/><\/picture>                            <footer class=\"gb-quote__name\">\n                    <cite>Lewis Caroll, &#8220;Alice&#8217;s Adventures in Wonderland&#8221;<\/cite>\n                <\/footer>\n                    <\/div>\n        <div class=\"gb-quote__content\">\n                <p  class=\"gb-quote__text\"><em>Begin at the beginning and go on till you come to the end; then stop.<\/em><\/p>            <\/div>\n<\/blockquote>\n\n\n<p>Jokes aside. I&#8217;ve split the whole procedure into three major steps: <strong>pre-test<\/strong>, <strong>mid-test<\/strong>, and <strong>post-test<\/strong> analyses. Let\u2019s step in and tear it apart.&nbsp;<\/p>\n\n\n<h3>\n            I. Pre-Test Analysis: Getting Ready For A\/B Testing\u00a0    <\/h3>\n\n\n<h4>\n            Map estimated user journey&nbsp;    <\/h4>\n\n\n\n<p>The first thing you should pay attention to doing your AB testing research is your target audience and their preferences.&nbsp;<\/p>\n\n\n\n<ol class=\"ol-numbers wp-block-list\">\n<li>Determine the ideal user journey.<\/li>\n\n\n\n<li>Identify areas for improvement.&nbsp;<\/li>\n\n\n\n<li>Then, put on your customers\u2019 shoes and walk through their estimated journey with the team.<\/li>\n<\/ol>\n\n\n\n<p>Stumbled upon a nasty bug? Go fix it. Then, continue testing.<\/p>\n\n\n<h4>\n            Carry out qualitative, quantitative, and competitive research    <\/h4>\n\n\n\n<p>You should have as much data as you can possibly get to back up your test results (but without drowning in overwhelming data that you&#8217;ll never be able to analyze).&nbsp;<\/p>\n\n\n\n<p><strong>Qualitative research: <\/strong>Here&#8217;s where all sorts of polls, interviews, surveys, phone and chat transcripts come into play. You must know exactly what your consumers really feel about your online store.<\/p>\n\n\n\n<p><strong>Quantitative research<\/strong> should help you identify which parts of your user interface look a bit botched and where the weak points are in your funnel. At this stage, you should look into your transactional data, analyze where your customers come from, what device they prefer to use, whether they return or not.<\/p>\n\n\n    <div class=\"gb-img__figure-container\">\n        <figure class=\"gb-img__figure\">\n                            <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/26081\/quantitative-research-p500.webp 1x, https:\/\/www.x-cart.com\/img\/26081\/quantitative-research.webp 2x\" type=\"image\/webp\" media=\"(max-width: 420px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26081\/quantitative-research.png 1x\" type=\"image\/png\" media=\"(max-width: 420px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26081\/quantitative-research.webp 1x\" type=\"image\/webp\" media=\"(min-width: 421px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26081\/quantitative-research.png 1x\" type=\"image\/png\" media=\"(min-width: 421px)\" \/><img decoding=\"async\"  width=\"558\" height=\"538\" src=\"https:\/\/www.x-cart.com\/img\/26081\/quantitative-research.png\" srcset=\"https:\/\/www.x-cart.com\/img\/26081\/quantitative-research.png 1x\" alt=\"Quantitative research as part of A\/B testing\" loading=\"lazy\" \/><\/picture>                                <\/figure>\n    <\/div>\n    \n\n\n<p>TL;DR: Collect all the data you already have about your target audience.&nbsp;<\/p>\n\n\n\n<p>Use <a href=\"https:\/\/neilpatel.com\/blog\/ga-conversion-funnels-video\/\" target=\"_blank\">Google Analytics to create funnels<\/a>, build <a href=\"https:\/\/www.hotjar.com\/get-heatmaps\/\" target=\"_blank\">heatmaps with Hotjar<\/a>, etc.<\/p>\n\n\n\n<p><strong>Competitive analysis<\/strong> implies a deep understanding of what your competitors are up to. You should monitor the things like pricing strategy, organic search optimization, customer acquisition, opt-in forms and landing pages design, and the rest.<\/p>\n\n\n\n<p>Your competitors can be your best friends if you know how to use this \u2018friendship\u2019 to your benefit.<\/p>\n\n\n    <div class=\"gb-img__figure-container\">\n        <figure class=\"gb-img__figure\">\n                            <picture><img decoding=\"async\"  src=\"https:\/\/www.x-cart.com\/wp-content\/uploads\/2020\/11\/ezgif-4-b613ea701482.gif\" width=\"320\" height=\"267\" alt=\"Competitors friendship\" class loading=\"lazy\" \/><\/picture>                                <\/figure>\n    <\/div>\n    \n\n<h4>\n            Set a clear goal for your A\/B testing campaign    <\/h4>\n\n\n\n<p>You&#8217;ve got to have a clear idea of the results you&#8217;re looking for. And since every idea starts with a problem, do your best to identify the issues your shoppers have interacting with your eCommerce website.<\/p>\n\n\n\n<p>If you have more than one issue (and there&#8217;s likely to be tons of them!), your next step is to prioritize them.&nbsp;<\/p>\n\n\n<h4>\n            Place a bet    <\/h4>\n\n\n\n<p>Placing a bet should help you carry out the previous task. You\u2019ll want to generate a <a href=\"https:\/\/cxl.com\/blog\/confidence-intervals\/\" target=\"_blank\">95% confidence interval<\/a>, or rather 98%, especially if the procedure takes a good deal of time.<\/p>\n\n\n<h4>\n            Create a conversion path and hypotheses    <\/h4>\n\n\n\n<p>Defining an independent variable, a dependent variable, and the desired outcome is vital at this stage.&nbsp;<\/p>\n\n\n\n<p>You should clearly understand WHO does WHAT and WHY.<\/p>\n\n\n\n<p>The independent variable would be the unaltered version of the page (in case you are testing the page design). The dependent variable would be the idea you want to challenge.&nbsp;&nbsp;<\/p>\n\n\n<h4>\n            Define the size of your sample group    <\/h4>\n\n\n\n<p>If you are testing some major improvements to your store\u2019s functionality or sending an email newsletter to a massive customer base, you\u2019ll want to roll out the changes to a small portion of your clients first, just to test the waters.<\/p>\n\n\n\n<p>When the apparent winner is selected, you\u2019ll be able to show the winning variation to the rest of your follower base.&nbsp;<\/p>\n\n\n\n<p>Thus, you will eliminate silly mistakes and have a better chance to grow your conversions.&nbsp;<\/p>\n\n\n<h3>\n            II. Mid-Test Analysis: Designing, Testing, And Having Fun    <\/h3>\n\n\n\n<p>Here\u2019s when the actual execution process rolls out. I&#8217;ll keep this short and sweet \u2014 just do it. But be sure to follow the rules below:<\/p>\n\n\n\n<ul class=\"checklist darkblue gb-list__check gb-list__check--blue wp-block-list\">\n<li><strong>Be all eyes and ears<\/strong> and carefully monitor the process of A\/B testing. If anything goes wrong, you should be ready to jump in and fix it.<\/li>\n\n\n\n<li><strong>Take advantage of the <\/strong><a href=\"https:\/\/www.x-cart.com\/blog\/ab-testing.html#tools\"><strong>testing tools<\/strong><\/a><strong>.<\/strong> They\u2019ll save you a fair bit of time.<\/li>\n\n\n\n<li><strong>Avoid running multiple tests simultaneously <\/strong><em>(unless you are ready to dive into parallel testing, which is another big thing to discuss, but <\/em><a href=\"https:\/\/bitbar.com\/blog\/parallel-testing-what-it-is-and-why-you-should-adopt-it\/\" target=\"_blank\" rel=\"noreferrer noopener\"><em>here\u2019s a guide<\/em><\/a><em> if you\u2019d like to give it a try)<\/em>. Done incorrectly, it may ruin the validity of the experiment.<\/li>\n<\/ul>\n\n\n<h3>\n            III. Post-Test Analysis: Reaping the Harvest    <\/h3>\n\n\n\n<p>Post testing analyses come down to a few major things. These are:<\/p>\n\n\n\n<ul class=\"checklist darkblue gb-list__check gb-list__check--blue wp-block-list\">\n<li>Pulling the A\/B testing results.<\/li>\n\n\n\n<li>Determining whether the results validate the assumptions.<\/li>\n\n\n\n<li>Rolling out the winning combination on staging.<\/li>\n<\/ul>\n\n\n\n<p>Below are a few little things that you should take into account analyzing your A\/B testing results.<\/p>\n\n\n<h4>\n            Take the results with a pinch of salt    <\/h4>\n\n\n\n<p>You should learn to be skeptical about the results, even if they look beautiful. If something sounds too good to be true, it probably is.<\/p>\n\n\n    <div class=\"gb-img__figure-container\">\n        <figure class=\"gb-img__figure\">\n                            <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/26083\/being-sceptical-p500.webp 1x, https:\/\/www.x-cart.com\/img\/26083\/being-sceptical.webp 2x\" type=\"image\/webp\" media=\"(max-width: 420px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26083\/being-sceptical-p500.jpg 1x, https:\/\/www.x-cart.com\/img\/26083\/being-sceptical.jpg 2x\" type=\"image\/jpg\" media=\"(max-width: 420px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26083\/being-sceptical.webp 1x\" type=\"image\/webp\" media=\"(min-width: 421px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26083\/being-sceptical.png 1x\" type=\"image\/png\" media=\"(min-width: 421px)\" \/><img decoding=\"async\"  width=\"765\" height=\"377\" src=\"https:\/\/www.x-cart.com\/img\/26083\/being-sceptical.png\" srcset=\"https:\/\/www.x-cart.com\/img\/26083\/being-sceptical.png 1x\" alt=\"Being skeptical\" loading=\"lazy\" \/><\/picture>                                <\/figure>\n    <\/div>\n    \n\n\n<p>Second guess the data and triple guess yourself to be on the safe side.<\/p>\n\n\n<h4>\n            Remember to take action based on the results    <\/h4>\n\n\n\n<p>Plunging headlong into A\/B testing is a good idea. But, whatever you do, always bear in mind your end objective.&nbsp;<\/p>\n\n\n<h4>\n            Never stop experimenting    <\/h4>\n\n\n\n<p>There&#8217;s nothing in life (just like in eCommerce) that&#8217;s static. And nothing that remains static is truly ever alive.&nbsp;<\/p>\n\n\n\n<p>Keep pushing on the boundaries of what you do. Get your inquisitive hands on. Never stop testing.&nbsp;<\/p>\n\n\n\n<p>Are you still here? There\u2019s more.&nbsp;<\/p>\n\n\n\n<p>Take a look at this <a href=\"https:\/\/www.invespcro.com\/blog\/images\/blog-images\/conversion-optimization-system.jpg\" target=\"_blank\">awesome infographic<\/a> crafted by Ayat Shukairy from Invesp that sums up all the ideas mentioned above and shows the whole process in a more digestible form. Alas, you\u2019ll hardly be able to find it on SERP, and, to be frank, I have no idea why Google demotes this awesome piece of content.<\/p>\n\n\n\n<p>You\u2019ll also love <a href=\"https:\/\/www.alexbirkett.com\/ab-testing\/#15\" target=\"_blank\">this article by Alex Birkett<\/a> featuring 29 guidelines for online experiments, split up by <em>\u201cthe level of nerdiness or laziness\u201d<\/em> of the reader. He touches upon some bloody difficult things like non-inferiority tests, predictive targeting, sample ratio mismatch (Oh, my!), and flicker effect.&nbsp;<\/p>\n\n\n\n<p>Not this one, obviously.<\/p>\n\n\n    <div class=\"gb-img__figure-container\">\n        <figure class=\"gb-img__figure\">\n                            <picture><img decoding=\"async\"  src=\"https:\/\/www.x-cart.com\/wp-content\/uploads\/2020\/11\/effect.gif\" width=\"250\" height=\"250\" alt=\"Flicker effect\" class loading=\"lazy\" \/><\/picture>                                <\/figure>\n    <\/div>\n    \n\n<a class=\"anchor\" id=\"tools\" aria-hidden=\"true\"><\/a><h2>\n            V. The Top A\/B Testing Tools Recommended by CROs    <\/h2>\n\n\n\n<p>If you are not new to eCommerce, you might have already had some experience with A\/B testing tools.&nbsp;<\/p>\n\n\n\n<p>eCommerce optimization services have been around for years, but the release of Google Optimize has changed the game completely. And there are at least three reasons for that:<\/p>\n\n\n\n<ol class=\"ol-numbers wp-block-list\">\n<li><strong>It\u2019s free<\/strong>, with an option to extend functionality with advanced features like multivariate and split URL testing.&nbsp;<\/li>\n\n\n\n<li><strong>It integrates with your Google Analytics account<\/strong>. (Show me someone who doesn\u2019t have Google Analytics.)&nbsp;&nbsp;<\/li>\n\n\n\n<li><strong>Implementation is as easy<\/strong> as adding a tiny piece of code.<\/li>\n<\/ol>\n\n\n\n<p>At X-Cart, our CRO experts use it on a going basis. Consider reading this definitive guide on <a href=\"https:\/\/medium.com\/better-marketing\/how-to-do-a-b-testing-with-google-optimize-76fbf2ef2ee8\" target=\"_blank\">how to do A\/B testing with Google Optimize<\/a>. It\u2019s a 9-minute read, but the amount of info you get is priceless.<\/p>\n\n\n\n<p>Also, we have a specific addon that will make the integration process easier for business owners:<\/p>\n\n\n<link  rel=\"stylesheet\" href=\"\/wp-content\/themes\/miniflat\/build\/css\/elements\/post\/img-with-text.css?var=1642495270\" \/><div class=\"gb-iwt\">\n            <div class=\"gb-iwt__image p-blog__image-shadow\">\n                <a href=\"https:\/\/market.x-cart.com\/addons\/google-optimize-by-kinvasoft.html\" target=\"_blank\">\n                    <span class=\"visually-hidden\"> (opens in new tab)<\/span>\n                <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/26115\/Optimize_module_icon_252_252.webp 1x\" type=\"image\/webp\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26115\/Optimize_module_icon_252_252-raw.png 1x, https:\/\/www.x-cart.com\/img\/26115\/Optimize_module_icon_252_252.png 2x\" type=\"image\/png\" \/><img decoding=\"async\"  width=\"300\" height=\"300\" src=\"https:\/\/www.x-cart.com\/img\/26115\/Optimize_module_icon_252_252-raw.png\" srcset=\"https:\/\/www.x-cart.com\/img\/26115\/Optimize_module_icon_252_252-raw.png 1x, https:\/\/www.x-cart.com\/img\/26115\/Optimize_module_icon_252_252.png 2x\" alt=\"Optimizely addon for X-Cart\" class=\"gb-iwt__img\" loading=\"lazy\" \/><\/picture>    <\/a>\n        <\/div>\n        <div class=\"gb-iwt__content\">\n                <p class=\"gb-iwt__text\">\n            <a href=\"https:\/\/market.x-cart.com\/addons\/google-optimize-by-kinvasoft.html\">Google Optimize<\/a> app for X-Cart will naturally integrate the service with your online store.\u00a0<br><strong>Price:<\/strong> $29.99        <\/p>\n    <\/div>\n<\/div>\n\n    <a id=\"crazyegg\" class=\"anchor\" aria-hidden=\"true\"><\/a>\n\n\n\n<p>Another awesome tool that I\u2019ve already mentioned once in the previous chapters is CrazyEgg that allows you to see what people actually care about on your eCommerce website pages.<\/p>\n\n\n    <div class=\"gb-img__figure-container\">\n        <figure class=\"gb-img__figure\">\n                            <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/9157\/demo_heatmap-p500.webp 1x, https:\/\/www.x-cart.com\/img\/9157\/demo_heatmap.webp 2x\" type=\"image\/webp\" media=\"(max-width: 420px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/9157\/demo_heatmap-p500.jpg 1x, https:\/\/www.x-cart.com\/img\/9157\/demo_heatmap.jpg 2x\" type=\"image\/jpg\" media=\"(max-width: 420px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/9157\/demo_heatmap.webp 1x\" type=\"image\/webp\" media=\"(min-width: 421px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/9157\/demo_heatmap.png 1x\" type=\"image\/png\" media=\"(min-width: 421px)\" \/><img decoding=\"async\"  width=\"673\" height=\"384\" src=\"https:\/\/www.x-cart.com\/img\/9157\/demo_heatmap.png\" srcset=\"https:\/\/www.x-cart.com\/img\/9157\/demo_heatmap.png 1x\" alt=\"Heat map by CrazyEgg\" loading=\"lazy\" \/><\/picture>                                        <figcaption class=\"gb-img__source\">\n                    Source: X-Cart Demo Store                <\/figcaption>\n                    <\/figure>\n    <\/div>\n    \n\n\n<p>Just like Google Website Optimizer, CrazyEgg is among our favorite tools that we use to figure out why users are leaving our website and find the best ways to improve conversions \u2014 all <a href=\"https:\/\/www.crazyegg.com\/ab-testing\" target=\"_blank\">through A\/B testing<\/a> and other techniques.&nbsp;<\/p>\n\n\n\n<p>We take advantage of <a href=\"https:\/\/mailchimp.com\/features\/ab-testing\/\" target=\"_blank\">Mailchimp\u2019s A\/B testing functionality<\/a>, too, to define which version of our emails generate more value.&nbsp;<\/p>\n\n\n    <div class=\"gb-img__figure-container\">\n        <figure class=\"gb-img__figure\">\n                            <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/26088\/mailchimp-ab-testing-p500.webp 1x, https:\/\/www.x-cart.com\/img\/26088\/mailchimp-ab-testing.webp 2x\" type=\"image\/webp\" media=\"(max-width: 420px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26088\/mailchimp-ab-testing-p500.jpg 1x, https:\/\/www.x-cart.com\/img\/26088\/mailchimp-ab-testing-p760.jpg 2x, https:\/\/www.x-cart.com\/img\/26088\/mailchimp-ab-testing.jpg 3x\" type=\"image\/jpg\" media=\"(max-width: 420px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26088\/mailchimp-ab-testing.webp 1x\" type=\"image\/webp\" media=\"(min-width: 421px)\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26088\/mailchimp-ab-testing.png 1x\" type=\"image\/png\" media=\"(min-width: 421px)\" \/><img decoding=\"async\"  width=\"1100\" height=\"511\" src=\"https:\/\/www.x-cart.com\/img\/26088\/mailchimp-ab-testing.png\" srcset=\"https:\/\/www.x-cart.com\/img\/26088\/mailchimp-ab-testing.png 1x\" alt=\"Mailchimp A\/B testing\" loading=\"lazy\" \/><\/picture>                                <\/figure>\n    <\/div>\n    \n\n\n<p>There\u2019s more. If you have your store running on X-Cart, you are fortunate to have a wealth of testing tools that will help you find out whether the idea is \u201chit\u201d or \u201cmiss.\u201d Some of them are listed below:<\/p>\n\n\n<link  rel=\"stylesheet\" href=\"\/wp-content\/themes\/miniflat\/build\/css\/elements\/post\/img-with-text.css?var=1642495270\" \/><div class=\"gb-iwt\">\n            <div class=\"gb-iwt__image p-blog__image-shadow\">\n                <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/26119\/Webtrends_Optimize_module_icon_252_252.webp 1x\" type=\"image\/webp\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26119\/Webtrends_Optimize_module_icon_252_252.png 1x\" type=\"image\/png\" \/><img decoding=\"async\"  width=\"300\" height=\"300\" src=\"https:\/\/www.x-cart.com\/img\/26119\/Webtrends_Optimize_module_icon_252_252.png\" srcset=\"https:\/\/www.x-cart.com\/img\/26119\/Webtrends_Optimize_module_icon_252_252.png 1x\" alt=\"Webtrends Optimize app for X-Cart\" class=\"gb-iwt__img\" loading=\"lazy\" \/><\/picture>        <\/div>\n        <div class=\"gb-iwt__content\">\n                <p class=\"gb-iwt__text\">\n            Webtrends Optimize app will make optimization easier, allowing you to run A\/B, MVT, split, server-side, and other types of testing.        <\/p>\n    <\/div>\n<\/div>\n\n<link  rel=\"stylesheet\" href=\"\/wp-content\/themes\/miniflat\/build\/css\/elements\/post\/img-with-text.css?var=1642495270\" \/><div class=\"gb-iwt\">\n            <div class=\"gb-iwt__image p-blog__image-shadow\">\n                <a href=\"https:\/\/market.x-cart.com\/addons\/leanplum.html\" target=\"_blank\">\n                    <span class=\"visually-hidden\"> (opens in new tab)<\/span>\n                <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/26113\/Leanplum_module_icon_252_252.webp 1x\" type=\"image\/webp\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26113\/Leanplum_module_icon_252_252-raw.png 1x, https:\/\/www.x-cart.com\/img\/26113\/Leanplum_module_icon_252_252.png 2x\" type=\"image\/png\" \/><img decoding=\"async\"  width=\"300\" height=\"300\" src=\"https:\/\/www.x-cart.com\/img\/26113\/Leanplum_module_icon_252_252-raw.png\" srcset=\"https:\/\/www.x-cart.com\/img\/26113\/Leanplum_module_icon_252_252-raw.png 1x, https:\/\/www.x-cart.com\/img\/26113\/Leanplum_module_icon_252_252.png 2x\" alt=\"Leanplum add-on for X-Cart \" class=\"gb-iwt__img\" loading=\"lazy\" \/><\/picture>    <\/a>\n        <\/div>\n        <div class=\"gb-iwt__content\">\n                <p class=\"gb-iwt__text\">\n            <a href=\"https:\/\/market.x-cart.com\/addons\/leanplum.html\">Leanplum<\/a> is a native app that will help you understand your customers\u2019 behavior better through A\/B testing and analytics.        <\/p>\n    <\/div>\n<\/div>\n\n<link  rel=\"stylesheet\" href=\"\/wp-content\/themes\/miniflat\/build\/css\/elements\/post\/img-with-text.css?var=1642495270\" \/><div class=\"gb-iwt\">\n            <div class=\"gb-iwt__image p-blog__image-shadow\">\n                <a href=\"https:\/\/market.x-cart.com\/addons\/onesignal.html\" target=\"_blank\">\n                    <span class=\"visually-hidden\"> (opens in new tab)<\/span>\n                <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/26114\/One_Signal_module_icon_252_252.webp 1x\" type=\"image\/webp\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26114\/One_Signal_module_icon_252_252.png 1x\" type=\"image\/png\" \/><img decoding=\"async\"  width=\"300\" height=\"300\" src=\"https:\/\/www.x-cart.com\/img\/26114\/One_Signal_module_icon_252_252.png\" srcset=\"https:\/\/www.x-cart.com\/img\/26114\/One_Signal_module_icon_252_252.png 1x\" alt=\"One Signal add-on for X-Cart\" class=\"gb-iwt__img\" loading=\"lazy\" \/><\/picture>    <\/a>\n        <\/div>\n        <div class=\"gb-iwt__content\">\n                <p class=\"gb-iwt__text\">\n            <a href=\"https:\/\/market.x-cart.com\/addons\/onesignal.html\">OneSignal<\/a> is a platform that helps you communicate with your customers via emails and push notifications. The best thing about it is that it allows you to run A\/B tests to find out what messages are more effective.        <\/p>\n    <\/div>\n<\/div>\n\n<link  rel=\"stylesheet\" href=\"\/wp-content\/themes\/miniflat\/build\/css\/elements\/post\/img-with-text.css?var=1642495270\" \/><div class=\"gb-iwt\">\n            <div class=\"gb-iwt__image p-blog__image-shadow\">\n                <a href=\"https:\/\/market.x-cart.com\/addons\/vwo.html\" target=\"_blank\">\n                    <span class=\"visually-hidden\"> (opens in new tab)<\/span>\n                <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/26118\/VWO_module_icon_252_252.webp 1x\" type=\"image\/webp\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26118\/VWO_module_icon_252_252-raw.png 1x, https:\/\/www.x-cart.com\/img\/26118\/VWO_module_icon_252_252.png 2x\" type=\"image\/png\" \/><img decoding=\"async\"  width=\"300\" height=\"300\" src=\"https:\/\/www.x-cart.com\/img\/26118\/VWO_module_icon_252_252-raw.png\" srcset=\"https:\/\/www.x-cart.com\/img\/26118\/VWO_module_icon_252_252-raw.png 1x, https:\/\/www.x-cart.com\/img\/26118\/VWO_module_icon_252_252.png 2x\" alt=\"VWO module for X-Cart \" class=\"gb-iwt__img\" loading=\"lazy\" \/><\/picture>    <\/a>\n        <\/div>\n        <div class=\"gb-iwt__content\">\n                <p class=\"gb-iwt__text\">\n            <a href=\"https:\/\/market.x-cart.com\/addons\/vwo.html\">VWO<\/a> conversion optimization platform will let you experiment with the design and see the impact immediately.        <\/p>\n    <\/div>\n<\/div>\n\n<link  rel=\"stylesheet\" href=\"\/wp-content\/themes\/miniflat\/build\/css\/elements\/post\/img-with-text.css?var=1642495270\" \/><div class=\"gb-iwt\">\n            <div class=\"gb-iwt__image p-blog__image-shadow\">\n                <a href=\"https:\/\/market.x-cart.com\/addons\/optimizely.html\" target=\"_blank\">\n                    <span class=\"visually-hidden\"> (opens in new tab)<\/span>\n                <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/26116\/Optimizely_module_icon_252_252.webp 1x\" type=\"image\/webp\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26116\/Optimizely_module_icon_252_252-raw.png 1x, https:\/\/www.x-cart.com\/img\/26116\/Optimizely_module_icon_252_252.png 2x\" type=\"image\/png\" \/><img decoding=\"async\"  width=\"300\" height=\"300\" src=\"https:\/\/www.x-cart.com\/img\/26116\/Optimizely_module_icon_252_252-raw.png\" srcset=\"https:\/\/www.x-cart.com\/img\/26116\/Optimizely_module_icon_252_252-raw.png 1x, https:\/\/www.x-cart.com\/img\/26116\/Optimizely_module_icon_252_252.png 2x\" alt=\"Optimizely addon for X-Cart\" class=\"gb-iwt__img\" loading=\"lazy\" \/><\/picture>    <\/a>\n        <\/div>\n        <div class=\"gb-iwt__content\">\n                <p class=\"gb-iwt__text\">\n            <a href=\"https:\/\/market.x-cart.com\/addons\/optimizely.html\">Optimizely<\/a> is another great A\/B testing tool that will help you boost conversions on your webstore.        <\/p>\n    <\/div>\n<\/div>\n\n<link  rel=\"stylesheet\" href=\"\/wp-content\/themes\/miniflat\/build\/css\/elements\/post\/img-with-text.css?var=1642495270\" \/><div class=\"gb-iwt\">\n            <div class=\"gb-iwt__image p-blog__image-shadow\">\n                <a href=\"https:\/\/market.x-cart.com\/addons\/monetate.html\" target=\"_blank\">\n                    <span class=\"visually-hidden\"> (opens in new tab)<\/span>\n                <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/26122\/monetate_upsell-_icon_252_252.webp 1x\" type=\"image\/webp\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26122\/monetate_upsell-_icon_252_252-raw.png 1x, https:\/\/www.x-cart.com\/img\/26122\/monetate_upsell-_icon_252_252.png 2x\" type=\"image\/png\" \/><img decoding=\"async\"  width=\"300\" height=\"300\" src=\"https:\/\/www.x-cart.com\/img\/26122\/monetate_upsell-_icon_252_252-raw.png\" srcset=\"https:\/\/www.x-cart.com\/img\/26122\/monetate_upsell-_icon_252_252-raw.png 1x, https:\/\/www.x-cart.com\/img\/26122\/monetate_upsell-_icon_252_252.png 2x\" alt=\"Monetate app for your X-Cart store\" class=\"gb-iwt__img\" loading=\"lazy\" \/><\/picture>    <\/a>\n        <\/div>\n        <div class=\"gb-iwt__content\">\n                <p class=\"gb-iwt__text\">\n            <a href=\"https:\/\/market.x-cart.com\/addons\/monetate.html\">Monetate<\/a>\u2019s intelligence personalization engine will give insights into the effectiveness of your marketing campaigns.        <\/p>\n    <\/div>\n<\/div>\n\n<link  rel=\"stylesheet\" href=\"\/wp-content\/themes\/miniflat\/build\/css\/elements\/post\/img-with-text.css?var=1642495270\" \/><div class=\"gb-iwt\">\n            <div class=\"gb-iwt__image p-blog__image-shadow\">\n                <a href=\"https:\/\/market.x-cart.com\/addons\/iterable.html\" target=\"_blank\">\n                    <span class=\"visually-hidden\"> (opens in new tab)<\/span>\n                <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/26111\/Iterable_module_icon_252_252.webp 1x\" type=\"image\/webp\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26111\/Iterable_module_icon_252_252-raw.png 1x, https:\/\/www.x-cart.com\/img\/26111\/Iterable_module_icon_252_252.png 2x\" type=\"image\/png\" \/><img decoding=\"async\"  width=\"300\" height=\"300\" src=\"https:\/\/www.x-cart.com\/img\/26111\/Iterable_module_icon_252_252-raw.png\" srcset=\"https:\/\/www.x-cart.com\/img\/26111\/Iterable_module_icon_252_252-raw.png 1x, https:\/\/www.x-cart.com\/img\/26111\/Iterable_module_icon_252_252.png 2x\" alt=\"Iterable addon for X-Cart \" class=\"gb-iwt__img\" loading=\"lazy\" \/><\/picture>    <\/a>\n        <\/div>\n        <div class=\"gb-iwt__content\">\n                <p class=\"gb-iwt__text\">\n            <a href=\"https:\/\/market.x-cart.com\/addons\/iterable.html\">Iterable<\/a> tool for X-Cart will collect behavioral, demographic, and event data to make your multivariate and A\/B tests more true to life.        <\/p>\n    <\/div>\n<\/div>\n\n<link  rel=\"stylesheet\" href=\"\/wp-content\/themes\/miniflat\/build\/css\/elements\/post\/img-with-text.css?var=1642495270\" \/><div class=\"gb-iwt\">\n            <div class=\"gb-iwt__image p-blog__image-shadow\">\n                <a href=\"https:\/\/market.x-cart.com\/addons\/evergage.html\" target=\"_blank\">\n                    <span class=\"visually-hidden\"> (opens in new tab)<\/span>\n                <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/26110\/Evergage_module_icon_252_252.webp 1x\" type=\"image\/webp\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26110\/Evergage_module_icon_252_252-raw.png 1x, https:\/\/www.x-cart.com\/img\/26110\/Evergage_module_icon_252_252.png 2x\" type=\"image\/png\" \/><img decoding=\"async\"  width=\"300\" height=\"300\" src=\"https:\/\/www.x-cart.com\/img\/26110\/Evergage_module_icon_252_252-raw.png\" srcset=\"https:\/\/www.x-cart.com\/img\/26110\/Evergage_module_icon_252_252-raw.png 1x, https:\/\/www.x-cart.com\/img\/26110\/Evergage_module_icon_252_252.png 2x\" alt=\"Evergage module for X-Cart\" class=\"gb-iwt__img\" loading=\"lazy\" \/><\/picture>    <\/a>\n        <\/div>\n        <div class=\"gb-iwt__content\">\n                <p class=\"gb-iwt__text\">\n            <a href=\"https:\/\/market.x-cart.com\/addons\/evergage.html\">Evergage<\/a> is a real-time personalization platform based on machine learning that will let you run any A\/B and multivariate tests.        <\/p>\n    <\/div>\n<\/div>\n\n<link  rel=\"stylesheet\" href=\"\/wp-content\/themes\/miniflat\/build\/css\/elements\/post\/img-with-text.css?var=1642495270\" \/><div class=\"gb-iwt\">\n            <div class=\"gb-iwt__image p-blog__image-shadow\">\n                <a href=\"https:\/\/market.x-cart.com\/addons\/justuno-for-xcart.html\" target=\"_blank\">\n                    <span class=\"visually-hidden\"> (opens in new tab)<\/span>\n                <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/26001\/Justuno_module_icon_252_252-t200x200.webp 1x, https:\/\/www.x-cart.com\/img\/26001\/Justuno_module_icon_252_252.webp 2x\" type=\"image\/webp\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26001\/Justuno_module_icon_252_252-raw.png 1x, https:\/\/www.x-cart.com\/img\/26001\/Justuno_module_icon_252_252.png 2x\" type=\"image\/png\" \/><img decoding=\"async\"  width=\"300\" height=\"300\" src=\"https:\/\/www.x-cart.com\/img\/26001\/Justuno_module_icon_252_252-raw.png\" srcset=\"https:\/\/www.x-cart.com\/img\/26001\/Justuno_module_icon_252_252-raw.png 1x, https:\/\/www.x-cart.com\/img\/26001\/Justuno_module_icon_252_252.png 2x\" alt=\"Justuno app for X-Cart\" class=\"gb-iwt__img\" loading=\"lazy\" \/><\/picture>    <\/a>\n        <\/div>\n        <div class=\"gb-iwt__content\">\n                <p class=\"gb-iwt__text\">\n            <a href=\"https:\/\/market.x-cart.com\/addons\/justuno-for-xcart.html\">Justuno<\/a> is an amazing conversion marketing app. A\/B testing is hardly the only thing that it can do.        <\/p>\n    <\/div>\n<\/div>\n\n<link  rel=\"stylesheet\" href=\"\/wp-content\/themes\/miniflat\/build\/css\/elements\/post\/img-with-text.css?var=1642495270\" \/><div class=\"gb-iwt\">\n            <div class=\"gb-iwt__image p-blog__image-shadow\">\n                <picture><source  srcset=\"https:\/\/www.x-cart.com\/img\/26007\/pure_clarity_module_icon_252_252-t200x200.webp 1x, https:\/\/www.x-cart.com\/img\/26007\/pure_clarity_module_icon_252_252.webp 2x\" type=\"image\/webp\" \/><source  srcset=\"https:\/\/www.x-cart.com\/img\/26007\/pure_clarity_module_icon_252_252-t200x200.jpg 1x, https:\/\/www.x-cart.com\/img\/26007\/pure_clarity_module_icon_252_252.jpg 2x\" type=\"image\/jpg\" \/><img decoding=\"async\"  width=\"300\" height=\"300\" src=\"https:\/\/www.x-cart.com\/img\/26007\/pure_clarity_module_icon_252_252-t200x200.jpg\" srcset=\"https:\/\/www.x-cart.com\/img\/26007\/pure_clarity_module_icon_252_252-t200x200.jpg 1x, https:\/\/www.x-cart.com\/img\/26007\/pure_clarity_module_icon_252_252.jpg 2x\" alt=\"Justuno app for X-Cart\" class=\"gb-iwt__img\" loading=\"lazy\" \/><\/picture>        <\/div>\n        <div class=\"gb-iwt__content\">\n                <p class=\"gb-iwt__text\">\n            PureClarity personalization platform will ensure that your shopper\u2019s journey is maximumly personalized.\u00a0<br><br>        <\/p>\n    <\/div>\n<\/div>\n\n\n<p>There are two more tools made to improve your mobile app\u2019s performance through A\/B and multivariate testing. These are <a href=\"https:\/\/market.x-cart.com\/addons\/taplytics.html\">Taplytics<\/a> and <a href=\"https:\/\/market.x-cart.com\/addons\/apptimize.html\">Apptimize<\/a>. They will let you experiment with the look and feel of your apps without much coding.<\/p>\n\n\n<h2>\n            Over to You    <\/h2>\n\n\n\n<p>If you asked me whether there\u2019s one rule that you should adhere to running A\/B tests for your eCommerce business, I\u2019d say there is one: just keep pivoting. This has become the mantra for many eCommerce businesses in 2020 which, in its turn, taught us to live in the here and now and adjust to the new normal.&nbsp;<\/p>\n\n\n\n<p>Launching an eCommerce business is anything but a set-it-and-forget-it mission. Your potential buyers just won\u2019t let you sit tight. Whether they be middle-aged businessmen, young mommies, or teenagers, a common theme comes up \u2014 they can\u2019t have enough of everything.<\/p>\n\n\n\n<p>Below is my rule of thumb:&nbsp;<\/p>\n\n\n\n<p><em>Got a crazy idea? Don\u2019t waste time. Translate it into action.&nbsp;<\/em><\/p>\n\n\n\n<p>Don\u2019t worry too much if the test turns out to be a flop. Embrace your failure, and keep looking for more efficient ways to serve your consumers.<\/p>\n\n\n\n<p><strong>Have you already tapped into A\/B testing? If yes, what are some of the big lessons you\u2019ve learned about it?&nbsp;<\/strong><\/p>\n\n\n\n<p>Please share your thoughts in the comments section below.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In this step-by-step guide to A\/B testing, you\u2019ll discover a wealth of useful information on how to test your store\u2019s user experience and triple your company\u2019s conversions.&nbsp; Diving into eCommerce is easy. But don\u2019t get caught by the misconception that setting up an online business is a one-time investment. And I\u2019m not talking about the [&hellip;]<\/p>\n","protected":false},"author":19,"featured_media":26072,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11666,11734],"tags":[38,10751,33],"class_list":["post-26071","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-design","category-platform","tag-analytics","tag-customers","tag-design"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v19.2.1 (Yoast SEO v19.6.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Your All-in-One Guide to eCommerce A\/B Testing<\/title>\n<meta name=\"description\" content=\"In this guide, you\u2019ll discover a wealth of tips on how to use A\/B testing for online experiments and conversion rate optimization.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.x-cart.com\/blog\/ab-testing.html\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Do A\/B Testing the Smart Way: Your Most Pressing Questions Answered\" \/>\n<meta property=\"og:description\" content=\"In this guide, you\u2019ll discover a wealth of tips on how to use A\/B testing for online experiments and conversion rate optimization.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.x-cart.com\/blog\/ab-testing.html\" \/>\n<meta property=\"og:site_name\" content=\"X-Cart\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/xcart\" \/>\n<meta property=\"article:published_time\" content=\"2020-11-19T07:25:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-03-26T10:17:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.x-cart.com\/wp-content\/uploads\/2020\/11\/AB_test.jpg\" \/>\n<meta name=\"author\" content=\"Helen Golubeva\" \/>\n<meta name=\"twitter:card\" content=\"summary\" \/>\n<meta name=\"twitter:creator\" content=\"@x_cart\" \/>\n<meta name=\"twitter:site\" content=\"@x_cart\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Helen Golubeva\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"23 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.x-cart.com\/blog\/ab-testing.html#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.x-cart.com\/blog\/ab-testing.html\"},\"author\":{\"name\":\"Helen Golubeva\",\"@id\":\"https:\/\/www.x-cart.com\/#\/schema\/person\/2c18594716101325950569ff3d42b0e4\"},\"headline\":\"How to Do A\/B 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