{"id":38938,"date":"2023-01-31T09:18:37","date_gmt":"2023-01-31T17:18:37","guid":{"rendered":"https:\/\/dhblog.dream.press\/blog\/?p=38938"},"modified":"2025-05-21T21:31:30","modified_gmt":"2025-05-22T04:31:30","slug":"ab-testing-landing-pages","status":"publish","type":"post","link":"https:\/\/www-dev.dreamhost.com\/blog\/ab-testing-landing-pages\/","title":{"rendered":"Get More Conversions with These Landing Page A\/B Testing Tips"},"content":{"rendered":"\n<p>Many of the changes we make to our websites come down to intuition. We use designs we think users will love and write content that we believe will resonate with them \u2014 And while experience and intuition can go a long way toward helping you create a popular website, they\u2019re poor replacements for real-world data.<\/p>\n\n\n\n<p>The good news is that A\/B testing can help you check different versions of a web page against each other in front of your target audience. You can use this information to better understand what your users like and make changes that will wow your visitors.<\/p>\n\n\n\n<p>In this article, we\u2019ll discuss how A\/B testing works and what the experts have to say about it. We\u2019ll also walk you through seven landing page A\/B testing best practices to help you master your experiments. Without further ado:<\/p>\n\n\n\n<h2 id=\"h.9gg6jherp00q\" class=\"wp-block-heading\">An Introduction to A\/B Testing (And How It Works)<\/h2>\n\n\n\n<p>Conversion Rate Optimization (CRO) is a broad term that describes the practice of making iterative changes to your website to improve the frequency with which website visitors are interacting (clicking, converting) with your website. A\/B testing is conducted by serving two concurrent experiences to different user groups, often with just one change to a given page or section (such as the color, size, or position of a call-to-action [CTA] button).<\/p>\n\n\n\n\n\n<div class=\"glossary-term\">\n\t<a\n\t\tclass=\"glossary-term__above-title\"\n\t\thref=\"\"\n\t\ttarget=\"_blank\"\n\t\trel=\"noopener noreferrer\"\n\t>\n\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 640 512\"><path d=\"M320 32c-8.1 0-16.1 1.4-23.7 4.1L15.8 137.4C6.3 140.9 0 149.9 0 160s6.3 19.1 15.8 22.6l57.9 20.9C57.3 229.3 48 259.8 48 291.9v28.1c0 28.4-10.8 57.7-22.3 80.8c-6.5 13-13.9 25.8-22.5 37.6C0 442.7-.9 448.3 .9 453.4s6 8.9 11.2 10.2l64 16c4.2 1.1 8.7 .3 12.4-2s6.3-6.1 7.1-10.4c8.6-42.8 4.3-81.2-2.1-108.7C90.3 344.3 86 329.8 80 316.5V291.9c0-30.2 10.2-58.7 27.9-81.5c12.9-15.5 29.6-28 49.2-35.7l157-61.7c8.2-3.2 17.5 .8 20.7 9s-.8 17.5-9 20.7l-157 61.7c-12.4 4.9-23.3 12.4-32.2 21.6l159.6 57.6c7.6 2.7 15.6 4.1 23.7 4.1s16.1-1.4 23.7-4.1L624.2 182.6c9.5-3.4 15.8-12.5 15.8-22.6s-6.3-19.1-15.8-22.6L343.7 36.1C336.1 33.4 328.1 32 320 32zM128 408c0 35.3 86 72 192 72s192-36.7 192-72L496.7 262.6 354.5 314c-11.1 4-22.8 6-34.5 6s-23.5-2-34.5-6L143.3 262.6 128 408z\"\/><\/svg>\n\t\t<span><\/span>\n\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 384 512\"><path d=\"M342.6 233.4c12.5 12.5 12.5 32.8 0 45.3l-192 192c-12.5 12.5-32.8 12.5-45.3 0s-12.5-32.8 0-45.3L274.7 256 105.4 86.6c-12.5-12.5-12.5-32.8 0-45.3s32.8-12.5 45.3 0l192 192z\"\/><\/svg>\n\t<\/a>\n    <h3>Conversion Rate Optimization (CRO)<\/h3>\n    <p>Conversion Rate Optimization (CRO) refers to the practice of making iterative adjustments with a goal of improving the number of conversions earned from web pages, email campaigns, and other marketing efforts.<\/p>\n            <a\n            href=\"https:\/\/www.dreamhost.com\/glossary\/seo\/conversion-rate-optimization-cro\/\"\n                        class=\"btn btn--white-outline btn--sm btn--round\"\n                                    target=\"_blank\"\n            rel=\"noopener noreferrer\"\n            >\n                            Read More                    <\/a>\n\n<\/div>\n\n\n\n<p>If you get enough traffic and split it equally across the two versions (variant A and variant B), one should yield <a href=\"https:\/\/www.dreamhost.com\/blog\/increase-website-conversion-rate\/\" target=\"_blank\" rel=\"noopener\">better results and conversions<\/a>&nbsp;than the other. This is why A\/B testing is also commonly called split testing.<\/p>\n\n\n\n<p>For example, if you\u2019re testing two versions of a CTA, one should get more clicks than its counterpart. Those results tell you what your audience prefers, and you can then update your website and enjoy increased engagement:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2023\/01\/conversion-rates-test.jpg\" alt=\"Conversion rates test\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/figure>\n\n\n\n<p>Many modern CRO platforms, including <a href=\"https:\/\/www.spiralyze.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Spiralyze<\/a>, <a href=\"https:\/\/vwo.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">VWO<\/a>, and <a href=\"https:\/\/www.optimizely.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Optimizely<\/a>, enable you to handle all the technical aspects of A\/B testing without too much trouble. In most cases, you can simply pick an element, <a href=\"https:\/\/www.dreamhost.com\/blog\/state-of-website-builders\/\" target=\"_blank\" rel=\"noopener\">use a page builder<\/a>&nbsp;to create an alternate version, and then start the test almost immediately.<\/p>\n\n\n\n<p>It\u2019s important to note that, as with any type of experiment, the results will depend on whether you\u2019re asking the right \u201cquestions\u201d as well as your sample size. These are two aspects of A\/B testing we\u2019ll explore throughout the rest of this article.<\/p>\n\n\n\n<h2 id=\"h.9rt1wpn5vu03\" class=\"wp-block-heading\"><strong>What Elements Can You A\/B Test?<\/strong><\/h2>\n\n\n\n<p>First, you\u2019ll want to come up with a game plan. <em>\u201cYou can test almost anything on your site, from the length of your landing page to the color of your Buy Now button, but you want to prioritize those items that you think will make the biggest difference to your results,\u201d <\/em>Gallinger says.<em>&nbsp;\u201cA beginner should often start with one of the big four.\u201d<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h.nrknw3z7h7hz\">Copy Length<\/h3>\n\n\n\n<p>The length of a website\u2019s text can often dramatically impact a page&#8217;s conversion rate. Still, it\u2019s hard to know in advance if you need more or less copy to explain your idea until you show it to actual potential customers using an A\/B test:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2023\/01\/testing-variants.jpg\" alt=\"Testing variants\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/figure>\n\n\n\n<p>We recommend against using A\/B testing for blog content and articles because too many factors can affect conversion rates.<\/p>\n\n\n\n<p>For example, a 3,000-word article might perform better than a \u201ccondensed\u201d 1,500-word version. However, hundreds of factors can impact user engagement if you double the content on a web page. That means test results won\u2019t return valuable information.<\/p>\n\n\n\n<p>Instead, we recommend focusing on testing short text elements, such as lists and introductions. They are more likely to significantly impact how users react to the content, and they\u2019re much easier to A\/B test.<\/p>\n\n\n\n<div class=\"article-newsletter article-newsletter--gradient\">\n\n\n<h2>Get Content Delivered Straight to Your Inbox<\/h2><p>Subscribe now to receive all the latest updates, delivered directly to your inbox.<\/p><form class=\"nwsl-form\" id=\"newsletter_block_\" novalidate><div class=\"messages\"><\/div><div class=\"form-group\"><label for=\"input_newsletter_block_\"><input type=\"email\"name=\"email\"id=\"input_newsletter_block_\"placeholder=\"Enter your email address\"novalidatedisabled=\"disabled\"\/><\/label><button type=\"submit\"class=\"btn btn--brand\"disabled=\"disabled\"><span>Sign Me Up!<\/span><svg width=\"21\" height=\"14\" viewBox=\"0 0 21 14\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path d=\"M13.8523 0.42524L12.9323 1.34521C12.7095 1.56801 12.7132 1.9304 12.9404 2.14865L16.7241 5.7823H0.5625C0.251859 5.7823 0 6.03416 0 6.3448V7.6573C0 7.96794 0.251859 8.2198 0.5625 8.2198H16.7241L12.9405 11.8535C12.7132 12.0717 12.7095 12.4341 12.9323 12.6569L13.8523 13.5769C14.072 13.7965 14.4281 13.7965 14.6478 13.5769L20.8259 7.39879C21.0456 7.17913 21.0456 6.82298 20.8259 6.60327L14.6477 0.42524C14.4281 0.205584 14.0719 0.205584 13.8523 0.42524Z\" fill=\"white\"\/>\n<\/svg>\n<\/button><\/div><\/form><\/div>\n\n\n<h3 class=\"wp-block-heading\" id=\"h.tfz9qcyyl7g0\"><strong>Headline<\/strong><\/h3>\n\n\n\n<p>The headline is usually the first thing that people see, so it is critically important to use it effectively to grab their attention. Some sites will use A\/B testing on ten headlines or more before settling on a final option.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2023\/01\/test-headlines.jpg\" alt=\"Test headlines\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/figure>\n\n\n\n<p>Headlines can drastically affect click-through rates on blog pages <em>and <\/em>search engine results. In our experience, merely tweaking a headline can get some pages a lot more attention.<\/p>\n\n\n\n<p>Ideally, you won\u2019t have to test every headline you create. Instead, we recommend focusing on pages and posts that aren\u2019t getting enough attention (and you think their content deserves it). Try to emulate the type of title you or your competitors use in other successful pages and see if that impacts how users react to the content.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h.wvyv4trcwvuy\"><strong>Call to Action (CTA)<\/strong><\/h3>\n\n\n\n<p>This tiny bit of text can often make a big difference. For example, a button that says \u201cBuy Now\u201d instead of \u201cBuy\u201d may create a sense of urgency that encourages people to click it or generate a sense of false urgency that makes people avoid it.<\/p>\n\n\n\n<p>CTAs are some of the simplest elements of an A\/B test when analyzing results. A \u201cbetter\u201d CTA will produce more conversions. Then, you can use that information to learn what types of prompts resonate better with your audience.<\/p>\n\n\n\n<p>Moreover, CTAs tend to be short. That means there are fewer potential variations to test, making setting up tests easier than with regular copy, headlines, or images.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h.23bvg8egh29m\"><strong>Images<\/strong><\/h3>\n\n\n\n<p>Images convey important emotions, but it\u2019s not always easy to know in advance which images work and which ones will fall flat with your audience. Much like headlines, you can test a wide variety of them before choosing the best one:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2023\/01\/test-images-nelio.jpg\" alt=\"Test images nelio\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/figure>\n\n\n\n<p>As a rule of thumb, images should always be high-quality and related to the topic at hand. Moreover, you shouldn\u2019t look to replace pictures randomly. Instead, pay attention to drop-off metrics and see which web pages are \u201closing\u201d the most users.<\/p>\n\n\n\n<p>That metric will point you toward pages that need to be redesigned or overhauled in some way. From that point, you can analyze existing images and consider if they may affect the user experience negatively.<\/p>\n\n\n\n<h2 id=\"h.vxxk9tmoi2ws\" class=\"wp-block-heading\"><strong>How to Improve Your Landing Page A\/B Tests (7 Tips)<\/strong><\/h2>\n\n\n\n<p>These A\/B testing best practices will help you set up more accurate experiments for any page within your website. However, a landing page is typically the perfect A\/B test environment since it\u2019s self-contained.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h.573lw210w3qq\"><strong>1. Develop a Hypothesis<\/strong><\/h3>\n\n\n\n<p>Practically anything can be A\/B tested, and the results can be used in various ways to improve your website.<\/p>\n\n\n\n<p><em>\u201cIn broad terms, you can test the design, copy, or offer,\u201d <\/em>says <a href=\"http:\/\/www.sidbharath.com\/\" target=\"_blank\" rel=\"noopener\">Sid Bharath<\/a>, a SAAS marketing consultant.<em>&nbsp;\u201cDesign means the colors, layout, fonts, and visuals. Copy is the content on the page, like headers or <\/em><em><a href=\"https:\/\/www.dreamhost.com\/blog\/how-to-write-product-descriptions\/\" target=\"_blank\" rel=\"noopener\">product descriptions<\/a><\/em><em>. Finally, the offer is <\/em><em>what exactly<\/em><em>&nbsp;you\u2019re asking people to do, like <\/em><em><a href=\"https:\/\/www.dreamhost.com\/blog\/build-an-online-course-with-wordpress\/\" target=\"_blank\" rel=\"noopener\">signing up for an e-course<\/a><\/em><em>&nbsp;or buying a product.\u201d<\/em><\/p>\n\n\n\n<p>However, just because you can use A\/B testing to measure almost anything doesn\u2019t mean it should be used for everything. It\u2019s crucial to have a strategy to employ it in ways to truly make the most of it.<\/p>\n\n\n\n<p><em>\u201cThere was a popular saying when testing became popular in the early aughts to \u2018always be testing,\u2019\u201d<\/em>&nbsp;Shukairy says. <em>\u201cWhat people assumed <\/em><em>was \u2018test<\/em><em>&nbsp;a color and call to action on your site, and you will see massive improvements in conversions.\u2019 This is not true at all.\u201d<\/em><\/p>\n\n\n\n<p>There is an art and science to testing, requiring regular statistical analysis of your site to spot potential problem areas and investigate the why. That means running qualitative polling, surveys, and usability tests to understand better what customers are struggling with.<\/p>\n\n\n\n<p><em>\u201cOnly after you\u2019ve compiled issues can you start prioritizing them and deciding what solutions could be tested to improve upon the issues uncovered,\u201d<\/em>&nbsp;Shukairy says. <em>\u201cA hypothesis is necessary for the test because ultimately it is statistics that makes A\/B testing viable.<\/em>\u201d<\/p>\n\n\n\n<p>Running an A\/B test takes time since you need to compile enough data to get statistically accurate results. That means it\u2019s in your best interest to ensure you\u2019re testing the correct elements.<\/p>\n\n\n\n<p>For that to happen, you need to have a data-based hypothesis. For example, if your homepage has a high bounce rate, some valid hypotheses to explain it would include the following:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The page takes too long to load<\/li>\n\n\n\n<li>Users are discouraged by the content they see above the fold<\/li>\n\n\n\n<li>The page doesn\u2019t offer a good experience on mobile devices<\/li>\n<\/ul>\n\n\n\n<p>All of those are valid reasons and would be worth testing. However, you can narrow down the potential cause even further by conducting internal usability tests and asking other people for their feedback on your website. That extra effort will help you zero in on the exact elements you should be A\/B testing.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h.9m5wqu7s34h6\"><strong>2. Analyze User Drop-Off Points<\/strong><\/h3>\n\n\n\n<p>Instead of deciding which pages on your site to A\/B test randomly, we recommend focusing on the most prominent \u201cdrop-off\u201d points. That is to say, the pages that are losing you the most users.<\/p>\n\n\n\n<p><em>\u201cBy using Google Analytics, you should be able to highlight where the biggest drop-off points are. I would suggest starting your split testing there,\u201d<\/em>&nbsp;advises Andrew Wheller, digital marketing &amp; SEO executive at <a href=\"https:\/\/www.pierrecardinuk.com\/\" target=\"_blank\" rel=\"noopener\">Pierre Cardin Stationery<\/a>.<em>&nbsp;\u201cReviewing your top exit pages is a nice starting point for highlighting your page, which can have the potential for the biggest uplift.\u201d<\/em><\/p>\n\n\n\n<p>If you\u2019re unclear about how to find your drop-off points, Bharath recommends starting with your existing data. For example, on an e-commerce website, the traffic flow might look like this: <em>Home Page \u2192 Product Page \u2192 Cart \u2192 Checkout.<\/em><\/p>\n\n\n\n<p><em>\u201cAt each step, you\u2019ll notice people dropping out and leaving the site,\u201d<\/em>&nbsp;he says. <em>\u201cFind where the largest drop-off is and run a test on that step to reduce it. Prioritize tests based on where the largest improvement can come from.\u201d<\/em><\/p>\n\n\n\n<p>Focusing on drop-off pages is wise if your website has a large library of content you want to test. Finding the problems with these pages will yield the best short-term results if you develop rational hypotheses to test.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h.r920d2t88lwj\"><strong>3. Give the Test Enough Time to Run<\/strong><\/h3>\n\n\n\n<p>There\u2019s no magic time frame when it comes to testing. <em>\u201cThe time to declare what we call \u2018statistical significance\u2019 for an A\/B test depends on the traffic flowing through your site,\u201d<\/em>&nbsp;says Blake Puryear, product lead at Engine Insights.<\/p>\n\n\n\n<p><em>\u201cIf you\u2019re getting a trickle of traffic, let that A\/B test run for a while. You need about a week\u2019s worth of traffic through both sides of your test before you can start to infer anything,\u201d<\/em>&nbsp;Puryear adds.<\/p>\n\n\n\n<p><em>\u201cEven if a test is killing it after an afternoon, that might be an anomaly of traffic. It\u2019s easy to try and make gut decisions or favor a variant because you like it better. This is where it\u2019s really important to step back and let the data speak.\u201d<\/em><\/p>\n\n\n\n<p>This is where the test \u201cstatistical significance\u201d comes in. If you design an A\/B test and, after 50 visits, one variant is clearly winning, that doesn\u2019t prove anything. Fifty users is not a large enough data sample to make a decision grounded in data. If you let that test run longer, the trend might reverse completely.<\/p>\n\n\n\n<p>The takeaway is to give your tests all the time they need until the results are unimpeachable. This process can be frustrating since it takes longer to implement changes. However, it\u2019s the only way to ensure your tests aren\u2019t returning inaccurate data.<\/p>\n\n\n\n<p>For number nerds, there are tools that can help you determine your testing time. <em>\u201cAn A\/B test is complete when there is a statistically significant difference between the A and B versions of your landing page,\u201d<\/em>&nbsp;Gallinger says. <em>\u201cMost A\/B testing software has a built-in calculator to determine when a statistically significant winner has been reached, so you don\u2019t have to do the math.\u201d<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2023\/01\/ab-test-calculator.jpg\" alt=\"A\/B test calculator\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/figure>\n\n\n\n<p>If you want to use a separate calculator, <a href=\"https:\/\/neilpatel.com\/ab-testing-calculator\/\" target=\"_blank\" rel=\"noopener\">this one from Neil Patel<\/a>&nbsp;works well and is easy to understand. The tool also lets you add more variants if you feel confident enough to try multi-variant (multivariate) testing.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h.y68scfmohtqk\"><strong>4. Use the Right A\/B Testing Tool<\/strong><\/h3>\n\n\n\n<p>Depending on your skill level, you could set up the test yourself. <em>\u201cA\/B testing can seem quite daunting at first, but there is no reason you shouldn\u2019t try it yourself,\u201d<\/em>&nbsp;Gallinger says. <em>\u201cBefore you do, make sure you have a good understanding of the changes you want to test and the tools you are going to use. If you need help setting up an A\/B test, contact a web developer to assist with the setup process.\u201d<\/em><\/p>\n\n\n\n<p>The next step is to use software to show each version of your site to 50% of the site visitors. <em>\u201cYou can use tools like Optimizely, VWO, or Omniconvert to create A\/B tests on your site,\u201d<\/em>&nbsp;Bharath says. <em>\u201cWith their point-and-click tools, you can create variations of a page and change elements to test without requiring any coding knowledge.\u201d<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2023\/01\/optimizely.jpg\" alt=\"Optimizely\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/figure>\n\n\n\n<p><em>\u201cIf a client already has a WordPress plugin, I\u2019ll adapt to their toolset and use that for the duration of the project,\u201d<\/em>&nbsp;Puryear says. <em>\u201cThe tools usually work in tandem with Google Analytics, so you\u2019ll need to lean on that heavily.\u201d<\/em>&nbsp;For those with more complex needs, Gallinger recommends <a href=\"https:\/\/www.kissmetrics.io\/\" target=\"_blank\" rel=\"noopener\">Kissmetrics<\/a>, <a href=\"https:\/\/www.crazyegg.com\/\" target=\"_blank\" rel=\"noopener\">Crazyegg<\/a>,&nbsp;or <a href=\"https:\/\/www.optimizely.com\/\" target=\"_blank\" rel=\"noopener\">Optimizely<\/a>.<\/p>\n\n\n\n<p>WordPress plugins for A\/B testing can also be helpful to beginners. <em>\u201cThey give you some bounds to operate in \u2014 Think of these plugins as training wheels. One that I\u2019ve seen several clients use is <\/em><em><a href=\"https:\/\/wordpress.org\/plugins\/nelio-ab-testing\/\" target=\"_blank\" rel=\"noopener\">Nelio A\/B Testing for WordPress<\/a><\/em><em>,<\/em><em>\u201d <\/em>Puryear says.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2023\/01\/nelio-ab-testing.jpg\" alt=\"Nelio A\/B testing\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/figure>\n\n\n\n<p>If you use WordPress, we recommend looking at popular A\/B testing plugins since they can offer more straightforward implementation than third-party platforms. Puryear recommends Nelio A\/B testing, but other tools can help you test more specific elements.<\/p>\n\n\n\n<p>For example, <a href=\"https:\/\/wordpress.org\/plugins\/wp-experiments-free\/\" target=\"_blank\" rel=\"noopener\">Title Experiments Free<\/a>&nbsp;can help you A\/B test posts and page titles:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2023\/01\/title-experiments.jpg\" alt=\"Title experiments\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/figure>\n\n\n\n<p><em>\u201cUltimately, you need an accurate tool that can help you split the traffic to two different designs and give you an output of information to signify the winner and other data points and metrics that may matter to you,\u201d<\/em>&nbsp;says Shukairy.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h.qkn6y3aslrtt\"><strong>5. Learn How to Analyze Results<\/strong><\/h3>\n\n\n\n<p><em>\u201cA\/B testing tools usually always have an analysis or statistics dashboard,\u201d<\/em>&nbsp;Puryear says. <em>\u201cIf your tool doesn\u2019t, you\u2019re using the wrong tool for sure. These dashboards should show you the performance of your A variant versus your B variant. Look at the spread of performance and which variant had the most occurrences of the event you\u2019re testing for. Good tools will provide you with a confidence value based <\/em><em>off of<\/em><em>&nbsp;the amount of traffic that has run through the test.\u201d<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" data-src=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2023\/01\/confidence-experiment-results.jpg\" alt=\"Confidence experiment results\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/figure>\n\n\n\n<p>At the end of the experiment, look for a lift or possible decrease in conversion rate for the variant group. <em>\u201cIt is important to consider that sometimes after an A\/B test, the control group will remain the better option,\u201d<\/em>&nbsp;Edelstein says. <em>\u201cThis is a common mistake as it can be tempting to favor changing the site due to an insignificant conversion increase.\u201d<\/em>&nbsp;And make sure you have enough data to give you a statistically significant result.<\/p>\n\n\n\n<p><em>\u201cAnalyzing results is an important and often ignored part of testing,\u201d<\/em>&nbsp;Shukairy says.<em>&nbsp;\u201cFirst, you have to see whether your hypothesis was validated or not. Then, based on the results, verify if there are any other follow-up tests that can be considered.\u201d<\/em><\/p>\n\n\n\n<p>For instance, Shukairy tested removing a video and placing a static image&nbsp;on a client\u2019s subscription site. Once her team validated that the static image increased conversions and confirmed the group\u2019s hypothesis to declutter the top of the page, they reintroduced the video in another part of the page with the same static image, and conversion rates skyrocketed once more.<\/p>\n\n\n\n<p><em>\u201cThe test reveals a lot about the customer behavior patterns, likes and dislikes, of course, depending on what element you are actually testing,\u201d<\/em>&nbsp;she says. <em>\u201cThis data can influence future tests.\u201d<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h.egev6sks0xgo\"><strong>6. Archive Past A\/B Test Results<\/strong><\/h3>\n\n\n\n<p>Even after you\u2019ve moved on from a particular A\/B test, you\u2019ll want to save that data, just in case you want to refer to it in the future. <em>\u201cIt\u2019s a good idea to keep all test results and findings together,\u201d<\/em>&nbsp;Wheller suggests. <em>\u201cI personally use a separate folder on Google Drive; this is particularly good as you can easily share your findings with relevant team members and decision-makers.\u201d<\/em><\/p>\n\n\n\n<p>Most A\/B testing tools will save test results for future reference. <em>\u201cAny A\/B testing platform worth its salt is going to have an archive or reference feature that you can go back and look at old tests,\u201d<\/em>&nbsp;Puryear says. <em>\u201cOne of my favorite things to do in a new year is to look at old tests that really moved the needle and then run those tests again to see how they hold up six, eight, or 12 months later. You might find the results to be really interesting as your customers or traffic profile can change over the course of a year.\u201d<\/em><\/p>\n\n\n\n<p>Another critical benefit of saving past test data is seeing how your hypotheses hold up over time. Running multiple tests will let you try making different changes, and some of them will resonate better with your specific audience.<\/p>\n\n\n\n<p>For example, your audience might respond better to a specific tone within copy or types of images. By saving data from past tests and reviewing it periodically, you should be able to spot patterns that will help you refine future tests.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h.khibe651t7z3\"><strong>7. Start With Small Tests<\/strong><\/h3>\n\n\n\n<p>One of the most common mistakes we see with A\/B testing is that many people try to bite off more than they can chew. If you\u2019re new to this type of testing, we recommend starting small. Identify a drop-off point on your website, develop a simple hypothesis around one element (such as a CTA), and test it.<\/p>\n\n\n\n<p>That approach might not be groundbreaking, and even if the test goes well, it may not result in a lot of additional conversions. However, this scientific method is all about small, incremental changes applied over time to improve your website bit by bit.<\/p>\n\n\n\n<p>Testing completely different versions of a page won\u2019t get you accurate results, and running dozens of tests simultaneously will simply overwhelm you. Instead of thinking about A\/B testing as a magical solution, we recommend viewing it as a long-term project.<\/p>\n\n\n\n<p><em>\u201cStart with small tests until you\u2019re familiar with the statistical significance of your site and your traffic patterns,\u201d<\/em>&nbsp;Puryear says. <em>\u201cI\u2019ve seen terrible things happen when someone jumps feet first into a huge test as their first stab at A\/B testing. Optimize something small and become familiar with what you\u2019re doing.\u201d<\/em><\/p>\n\n\n\n<h2 id=\"h.jsj4eqju2bq2\" class=\"wp-block-heading\"><strong>Get More Conversions With A\/B Testing<\/strong><\/h2>\n\n\n\n<p>A\/B testing isn\u2019t a gimmick or a skill you need to be an expert marketer to pull off. At its core, A\/B testing is as simple as asking, \u201cWhich of these two options works best?\u201d and then seeing what users think in a controlled environment. With the right tools, setting up A\/B tests can be remarkably simple.<\/p>\n\n\n\n<p>The hardest part about successfully pulling off these tests is learning to ask the right questions and interpret the results. Here are some tips to help you succeed in both aspects:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>Develop a hypothesis.<\/li>\n\n\n\n<li>Analyze user drop-off points.<\/li>\n\n\n\n<li>Give the test enough time to run.<\/li>\n\n\n\n<li>Use the right A\/B testing tool.<\/li>\n\n\n\n<li>Learn how to analyze results.<\/li>\n\n\n\n<li>Archive past A\/B test results.<\/li>\n\n\n\n<li>Start with small tests.<\/li>\n<\/ol>\n\n\n\n<p>A\/B testing can help you determine what your audience likes, but for successful testing, your site will need a lot of visitors. At DreamHost, we provide professional SEO marketing services to help grow your audience and increase organic traffic. Find out more about <a href=\"https:\/\/www.dreamhost.com\/pro-services\/marketing\/seo-marketing\/\" target=\"_blank\" rel=\"noopener\">our professional SEO marketing plans<\/a>!<\/p>\n\n\n\n\n\n<div\n\tclass=\"article-cta-shared article-cta-small\"\n>\n    <div class=\"tr-img-wrap-outer jsLoading\"><img decoding=\"async\" class=\"js-img-lazy \" src=\"https:\/\/www-dev.dreamhost.com\/blog\/wp-content\/themes\/blog2018\/assets\/img\/lazy-loading-transparent.webp\" data-srcset=\"https:\/\/www-dev.dreamhost.com\/blog\/wp-content\/themes\/blog2018\/assets\/img\/article-small-ad-cta-placeholder.webp 1x, https:\/\/www-dev.dreamhost.com\/blog\/wp-content\/themes\/blog2018\/assets\/img\/article-small-ad-cta-placeholder-x2.webp 2x\"  alt=\"Ad background image\" \/><\/div>\n\n\n\n\n  <div class=\"content-btm\">\n    <h2\n      class=\"h2--md\"\n    >\n      Get More Website Traffic\n    <\/h2>\n    <p\n      class=\"p--md\"\n    >\n      We take the guesswork (and actual work) out of growing your website traffic with SEO.\n    <\/p>\n\n            <a\n            href=\"https:\/\/www.dreamhost.com\/pro-services\/marketing\/seo-marketing\/\"\n                        class=\"btn btn--white-outline btn--sm btn--round\"\n                                    target=\"_blank\"\n            rel=\"noopener noreferrer\"\n            >\n                            Learn More                    <\/a>\n\n  <\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Many of the changes we make to our websites come down to intuition. We use designs we think users will love and write content that we believe will resonate with them \u2014 And while experience and intuition can go a long way toward helping you create a popular website, they\u2019re poor replacements for real-world data. [&hellip;]<\/p>\n","protected":false},"author":1058,"featured_media":38939,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_yoast_wpseo_metadesc":"A\/B testing can help increase conversions if you use the right approach. These landing page A\/B testing tips will help you get better results!","toc_headlines":"[[\"h.9gg6jherp00q\",\"An Introduction to A\/B Testing (And How It Works)\"],[\"h.9rt1wpn5vu03\",\"<strong>What Elements Can You A\/B Test?<\/strong>\"],[\"h.vxxk9tmoi2ws\",\"<strong>How to Improve Your Landing Page A\/B Tests (7 Tips)<\/strong>\"],[\"h.jsj4eqju2bq2\",\"<strong>Get More Conversions With A\/B Testing<\/strong>\"]]","hide_toc":false,"footnotes":""},"categories":[12840,12852],"tags":[],"class_list":["post-38938","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-marketing","category-website-design"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.3 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>7 Excellent Landing Page A\/B Testing Tips - DreamHost<\/title>\n<meta name=\"description\" content=\"A\/B testing can help increase conversions if you use the right approach. These landing page A\/B testing tips will help you get better results!\" \/>\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-dev.dreamhost.com\/blog\/ab-testing-landing-pages\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Get More Conversions with These Landing Page A\/B Testing Tips\" \/>\n<meta property=\"og:description\" content=\"A\/B testing can help increase conversions if you use the right approach. These landing page A\/B testing tips will help you get better results!\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www-dev.dreamhost.com\/blog\/ab-testing-landing-pages\/\" \/>\n<meta property=\"og:site_name\" content=\"DreamHost Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DreamHost\/\" \/>\n<meta property=\"article:published_time\" content=\"2023-01-31T17:18:37+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-05-22T04:31:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2023\/01\/AB-Test-Your-Landing-Pages-Social.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"628\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Ian Hernandez\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@dreamhost\" \/>\n<meta name=\"twitter:site\" content=\"@dreamhost\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Ian Hernandez\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"17 minutes\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"7 Excellent Landing Page A\/B Testing Tips - DreamHost","description":"A\/B testing can help increase conversions if you use the right approach. These landing page A\/B testing tips will help you get better results!","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www-dev.dreamhost.com\/blog\/ab-testing-landing-pages\/","og_locale":"en_US","og_type":"article","og_title":"Get More Conversions with These Landing Page A\/B Testing Tips","og_description":"A\/B testing can help increase conversions if you use the right approach. These landing page A\/B testing tips will help you get better results!","og_url":"https:\/\/www-dev.dreamhost.com\/blog\/ab-testing-landing-pages\/","og_site_name":"DreamHost Blog","article_publisher":"https:\/\/www.facebook.com\/DreamHost\/","article_published_time":"2023-01-31T17:18:37+00:00","article_modified_time":"2025-05-22T04:31:30+00:00","og_image":[{"width":1200,"height":628,"url":"https:\/\/www.dreamhost.com\/blog\/wp-content\/uploads\/2023\/01\/AB-Test-Your-Landing-Pages-Social.jpg","type":"image\/jpeg"}],"author":"Ian Hernandez","twitter_card":"summary_large_image","twitter_creator":"@dreamhost","twitter_site":"@dreamhost","twitter_misc":{"Written by":"Ian Hernandez","Est. reading time":"17 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www-dev.dreamhost.com\/blog\/ab-testing-landing-pages\/#article","isPartOf":{"@id":"https:\/\/www-dev.dreamhost.com\/blog\/ab-testing-landing-pages\/"},"author":{"name":"Ian Hernandez","@id":"https:\/\/www-dev.dreamhost.com\/blog\/#\/schema\/person\/220faf2464d5ae08e41cf5f3b28fdc96"},"headline":"Get More Conversions with These Landing Page A\/B Testing Tips","datePublished":"2023-01-31T17:18:37+00:00","dateModified":"2025-05-22T04:31:30+00:00","mainEntityOfPage":{"@id":"https:\/\/www-dev.dreamhost.com\/blog\/ab-testing-landing-pages\/"},"wordCount":3326,"publisher":{"@id":"https:\/\/www-dev.dreamhost.com\/blog\/#organization"},"image":{"@id":"https:\/\/www-dev.dreamhost.com\/blog\/ab-testing-landing-pages\/#primaryimage"},"thumbnailUrl":"https:\/\/www-dev.dreamhost.com\/blog\/wp-content\/uploads\/2023\/01\/AB-Test-Your-Landing-Pages-Feature.jpg","articleSection":["Marketing","Website Design"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www-dev.dreamhost.com\/blog\/ab-testing-landing-pages\/","url":"https:\/\/www-dev.dreamhost.com\/blog\/ab-testing-landing-pages\/","name":"7 Excellent Landing Page A\/B Testing Tips - DreamHost","isPartOf":{"@id":"https:\/\/www-dev.dreamhost.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www-dev.dreamhost.com\/blog\/ab-testing-landing-pages\/#primaryimage"},"image":{"@id":"https:\/\/www-dev.dreamhost.com\/blog\/ab-testing-landing-pages\/#primaryimage"},"thumbnailUrl":"https:\/\/www-dev.dreamhost.com\/blog\/wp-content\/uploads\/2023\/01\/AB-Test-Your-Landing-Pages-Feature.jpg","datePublished":"2023-01-31T17:18:37+00:00","dateModified":"2025-05-22T04:31:30+00:00","description":"A\/B testing can help increase conversions if you use the right approach. These landing page A\/B testing tips will help you get better results!","breadcrumb":{"@id":"https:\/\/www-dev.dreamhost.com\/blog\/ab-testing-landing-pages\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www-dev.dreamhost.com\/blog\/ab-testing-landing-pages\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www-dev.dreamhost.com\/blog\/ab-testing-landing-pages\/#primaryimage","url":"https:\/\/www-dev.dreamhost.com\/blog\/wp-content\/uploads\/2023\/01\/AB-Test-Your-Landing-Pages-Feature.jpg","contentUrl":"https:\/\/www-dev.dreamhost.com\/blog\/wp-content\/uploads\/2023\/01\/AB-Test-Your-Landing-Pages-Feature.jpg","width":900,"height":598,"caption":"Landing Page A\/B Testing Tips"},{"@type":"BreadcrumbList","@id":"https:\/\/www-dev.dreamhost.com\/blog\/ab-testing-landing-pages\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/dhblog.dream.press\/blog\/"},{"@type":"ListItem","position":2,"name":"Get More Conversions with These Landing Page A\/B Testing Tips"}]},{"@type":"WebSite","@id":"https:\/\/www-dev.dreamhost.com\/blog\/#website","url":"https:\/\/www-dev.dreamhost.com\/blog\/","name":"DreamHost Blog","description":"","publisher":{"@id":"https:\/\/www-dev.dreamhost.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www-dev.dreamhost.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www-dev.dreamhost.com\/blog\/#organization","name":"DreamHost","url":"https:\/\/www-dev.dreamhost.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www-dev.dreamhost.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/dhblog.dream.press\/blog\/wp-content\/uploads\/2019\/01\/dh_logo-blue-2.png","contentUrl":"https:\/\/dhblog.dream.press\/blog\/wp-content\/uploads\/2019\/01\/dh_logo-blue-2.png","width":1200,"height":168,"caption":"DreamHost"},"image":{"@id":"https:\/\/www-dev.dreamhost.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/DreamHost\/","https:\/\/x.com\/dreamhost","https:\/\/www.instagram.com\/dreamhost\/","https:\/\/www.linkedin.com\/company\/dreamhost\/","https:\/\/www.youtube.com\/user\/dreamhostusa"]},{"@type":"Person","@id":"https:\/\/www-dev.dreamhost.com\/blog\/#\/schema\/person\/220faf2464d5ae08e41cf5f3b28fdc96","name":"Ian Hernandez","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www-dev.dreamhost.com\/blog\/wp-content\/uploads\/2022\/04\/ian-hernandez-dreamhost-150x150.png","url":"https:\/\/www-dev.dreamhost.com\/blog\/wp-content\/uploads\/2022\/04\/ian-hernandez-dreamhost-150x150.png","contentUrl":"https:\/\/www-dev.dreamhost.com\/blog\/wp-content\/uploads\/2022\/04\/ian-hernandez-dreamhost-150x150.png","caption":"Ian Hernandez"},"description":"Ian is a Product Designer based in Los Angeles, California. He is responsible for driving brand and product design at DreamHost, developing and maintaining our internal design system, and writing frontend code when he can. In his free time, he enjoys walking his dog, learning history, and discovering new music online and irl. Connect with him on LinkedIn: https:\/\/www.linkedin.com\/in\/ianhernandez23\/","url":"https:\/\/www-dev.dreamhost.com\/blog\/author\/ianh\/"}]}},"lang":"en","translations":{"en":38938,"es":38942,"pt":51296,"de":51299,"pl":51303,"ru":51363,"uk":51367,"it":68642,"fr":70864,"nl":70897},"pll_sync_post":[],"_links":{"self":[{"href":"https:\/\/www-dev.dreamhost.com\/blog\/wp-json\/wp\/v2\/posts\/38938","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www-dev.dreamhost.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www-dev.dreamhost.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www-dev.dreamhost.com\/blog\/wp-json\/wp\/v2\/users\/1058"}],"replies":[{"embeddable":true,"href":"https:\/\/www-dev.dreamhost.com\/blog\/wp-json\/wp\/v2\/comments?post=38938"}],"version-history":[{"count":7,"href":"https:\/\/www-dev.dreamhost.com\/blog\/wp-json\/wp\/v2\/posts\/38938\/revisions"}],"predecessor-version":[{"id":61486,"href":"https:\/\/www-dev.dreamhost.com\/blog\/wp-json\/wp\/v2\/posts\/38938\/revisions\/61486"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www-dev.dreamhost.com\/blog\/wp-json\/wp\/v2\/media\/38939"}],"wp:attachment":[{"href":"https:\/\/www-dev.dreamhost.com\/blog\/wp-json\/wp\/v2\/media?parent=38938"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www-dev.dreamhost.com\/blog\/wp-json\/wp\/v2\/categories?post=38938"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www-dev.dreamhost.com\/blog\/wp-json\/wp\/v2\/tags?post=38938"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}