{"id":109465,"date":"2024-09-23T14:59:21","date_gmt":"2024-09-23T21:59:21","guid":{"rendered":"https:\/\/thegood.com\/?post_type=insights&#038;p=109465"},"modified":"2025-05-21T09:24:43","modified_gmt":"2025-05-21T16:24:43","slug":"tree-testing","status":"publish","type":"insights","link":"https:\/\/thegood.com\/insights\/tree-testing\/","title":{"rendered":"The Power of Tree Testing in Optimization (With Expert Insights)"},"content":{"rendered":"\n<p>Creating an effective navigation hierarchy is a tricky process. Even when you follow best practices, there\u2019s no guarantee that your categorization and labeling will make sense to your users.<\/p>\n\n\n\n<p>How do you know what <em>will<\/em> make sense to your audience? You can test your navigation and general information architecture with a validation method like tree testing.<\/p>\n\n\n\n<p>We spoke with two optimization experts to explore this valuable research method:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Lexi Traylor, Digital Designer at <a href=\"http:\/\/thegood.com\" target=\"_blank\" rel=\"noreferrer noopener\">The Good<\/a>. She tackles intricate design challenges that optimize user engagement.<\/li>\n\n\n\n<li>Tristan Gamilis, Co-Founder and Chief Product Officer at <a href=\"https:\/\/www.lyssna.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Lyssna<\/a>, a leading user experience research platform.<\/li>\n<\/ul>\n\n\n\n<p>In this article, we\u2019ll explain how you can use tree testing to assess whether users can find resources within your site or app.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-is-tree-testing\">What is Tree Testing?<\/h2>\n\n\n\n<p>Tree testing is a usability technique that helps you understand how users navigate through your website or app\u2019s structure. It focuses on how well people can find information within a system.<\/p>\n\n\n\n<p><strong><em>\u201cTree tests may not be the first test that springs to mind when choosing a methodology for your research, but they can provide such a great insight into how easy it is for people to find information,&#8221;<\/em> <\/strong>says Tristan Gamilis.<\/p>\n\n\n\n<p>By stripping away visual elements and focusing solely on the structure (the \u201ctree\u201d), you can identify if the content organization makes sense or if users are getting lost.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"1000\" height=\"958\" src=\"https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-example.png\" alt=\"An example of what tree testing looks like from a tree test run by The Good.\" class=\"wp-image-109466\" srcset=\"https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-example.png 1000w, https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-example-300x287.png 300w, https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-example-768x736.png 768w, https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-example-600x575.png 600w, https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-example-78x75.png 78w, https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-example-24x24.png 24w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p>Tree testing is often called \u201creverse card sorting.\u201d While <a href=\"https:\/\/thegood.com\/insights\/card-sorting\/\" target=\"_blank\" rel=\"noreferrer noopener\">card sorting<\/a> helps you understand how users would categorize information, tree testing evaluates how easily they can find items within an existing structure.<\/p>\n\n\n\n<p>Both methods offer insights to improve UX and navigation, but tree testing gives you a clear view of how real users expect topics to be organized and clustered, making it a valuable step when designing better digital applications.<\/p>\n\n\n\n<p><strong><em>\u201cTree testing is particularly useful when you&#8217;re focusing on the information architecture (like a navigation structure of a site with several categories and subcategories),&#8221; <\/em><\/strong>says Lexi Traylor. <strong><em>\u201cWe use it when we want to evaluate how well users can find information within a proposed structure. It&#8217;s often used in the beginning process of creating a navigation structure, adding a lot of new categories, or overhauling an existing navigation structure.\u201d<\/em><\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-qualitative-vs-quantitative-tree-testing\">Qualitative vs. Quantitative Tree Testing<\/h3>\n\n\n\n<p>Tree testing can be done in two ways: qualitative and quantitative. The distinction lies in the type of data you collect and the feedback you aim to gain.<\/p>\n\n\n\n<p><strong><em>\u201cQuantitative tree testing focuses on gathering numerical data to identify patterns and measure how well tasks are performed,\u201d<\/em><\/strong> says Tristan Gamilis.<\/p>\n\n\n\n<p>It involves collecting data from a larger group of users and gives you measurable results, such as success rates and completion times, which help identify broader trends and patterns. This approach helps validate the effectiveness of your site structure with data.<\/p>\n\n\n\n<p><em><strong>\u201cQualitative tree testing focuses more on understanding the \u2018why\u2019 behind user actions,\u201d <\/strong><\/em>says Tristan.<em> <strong>\u201cBy asking follow-up questions after your tree test tasks, you can add context and depth to your findings.\u201d <\/strong><\/em>It\u2019s great for understanding user behavior and uncovering deeper issues.<\/p>\n\n\n\n<p>Both methods are useful, depending on whether you need detailed insights or broad patterns. A robust tree testing exercise should include some of both types.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-is-tree-testing-used-for\">What is Tree Testing Used For?<\/h2>\n\n\n\n<p>Tree testing evaluates whether users can successfully find specific items or sections within a site&#8217;s structure. It\u2019s commonly used to test a website or app\u2019s navigation, but it has other use cases.<\/p>\n\n\n\n<p>For example, tree testing examines how easily someone can navigate to a particular product page or find a support section based solely on the category labels and hierarchy. This reveals whether the organization of content makes sense to users and if it aligns with how they think about the information.<\/p>\n\n\n\n<p>Tree testing also tests your category labels and language. By removing the influence of design, it focuses on whether the terms used for menus and category labels are clear for users. If they consistently struggle with certain labels, it\u2019s a sign that the wording might need to be adjusted.<\/p>\n\n\n\n<p>Let\u2019s look at some practical use cases of tree testing:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-new-product-development\">New Product Development<\/h3>\n\n\n\n<p>When launching a new product, tree testing helps ensure that the information architecture is clear and easy to navigate. It allows you to test the hierarchy before finalizing the design, which saves money, time, and resources before you invest in more development.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-website-redesigns\">Website Redesigns<\/h3>\n\n\n\n<p>For redesigns, tree testing helps you identify whether changes to the navigation will improve or hinder usability. This ensures that users can still find what they need after a major update or restructuring.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-testing-information-architecture\">Testing Information Architecture<\/h3>\n\n\n\n<p>Tree testing is useful for comparing different versions of a site\u2019s structure. You can run tests to see which version is easier for users to navigate. This helps you make data-driven decisions on which architecture works best for your audience.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-optimizing-ecommerce-navigation\">Optimizing Ecommerce Navigation<\/h3>\n\n\n\n<p>Tree testing helps ensure that product categories, filters, and subcategories make sense to users. By testing the hierarchy of products and categories, you can <a href=\"https:\/\/thegood.com\/insights\/customer-experience-matters\/\" target=\"_blank\" rel=\"noreferrer noopener\">streamline the shopping experience<\/a> and reduce friction.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-validating-taxonomy-changes\">Validating Taxonomy Changes<\/h3>\n\n\n\n<p>If you\u2019re changing or introducing new <a href=\"https:\/\/thegood.com\/insights\/product-category-page\/\" target=\"_blank\" rel=\"noreferrer noopener\">categories or subcategories<\/a>, tree testing helps validate whether these changes work for users. It allows you to test how easily users can adapt to a new taxonomy and whether they can still find information efficiently.<\/p>\n\n\n\n<div class=\"wp-block-stackable-columns stk-block-columns stk-block stk-c842da9 reusable-block-2-column good-question-block\" data-block-id=\"c842da9\"><style>.stk-c842da9{max-width:1500px !important;margin-top:30px !important;margin-bottom:30px !important}.stk-c842da9-column{max-width:941px !important}@media screen and (max-width:767px){.stk-c842da9{--stk-col-order-1:2 !important;--stk-col-order-2:1 !important}}<\/style><div class=\"stk-row stk-inner-blocks stk-block-content stk-content-align stk-c842da9-column\">\n<div class=\"wp-block-stackable-column stk-block-column stk-column stk-block stk-8993c44 horizontal-form-container\" data-v=\"4\" data-block-id=\"8993c44\"><style>.stk-8993c44-container{margin-top:0px !important;margin-right:0px !important;margin-bottom:0px !important;margin-left:0px !important;background-color:#c3ddf0 !important;border-top-left-radius:12px !important;border-top-right-radius:12px !important;border-bottom-right-radius:12px !important;border-bottom-left-radius:12px !important;overflow:hidden !important;max-width:701px !important;padding-top:40px !important;padding-right:35px !important;padding-bottom:40px !important;padding-left:35px !important}.stk-8993c44{margin-top:0px !important}.stk-8993c44-container:before{background-color:#c3ddf0 !important}@media screen and (max-width:1023px){.stk-8993c44-container{padding-bottom:60px !important}}@media screen and (max-width:767px){.stk-8993c44-container{padding-bottom:60px !important}}<\/style><style class=\"stk-custom-css\">.stk-8993c44 figure{margin:0 !important}<\/style><div class=\"stk-column-wrapper stk-block-column__content stk-container stk-8993c44-container stk-hover-parent\"><div class=\"stk-block-content stk-inner-blocks stk-8993c44-inner-blocks\">\n<div class=\"wp-block-stackable-heading stk-block-heading stk-block-heading--v2 stk-block stk-791f1b3\" id=\"span-style-color-0277-c-0-class-stk-highlight-enjoying-this-article-span\" data-block-id=\"791f1b3\"><style>.stk-791f1b3{margin-bottom:12px !important}.stk-791f1b3 .stk-block-heading__text{font-size:36px !important;color:#ffffff !important}@media screen and (max-width:1023px){.stk-791f1b3 .stk-block-heading__text{font-size:36px !important}}@media screen and (max-width:767px){.stk-791f1b3 .stk-block-heading__text{font-size:24px !important}}<\/style><h3 class=\"stk-block-heading__text has-text-color has-text-align-center\"><span style=\"color: #0277c0;\" class=\"stk-highlight\">Enjoying this article?<\/span><\/h3><\/div>\n\n\n\n<div class=\"wp-block-stackable-text stk-block-text stk-block stk-30f99ae\" data-block-id=\"30f99ae\"><style>.stk-30f99ae{margin-bottom:20px !important}.stk-30f99ae .stk-block-text__text{color:#ffffff !important}<\/style><p class=\"stk-block-text__text has-text-color has-text-align-center\"><span style=\"color: #000000;\" class=\"stk-highlight\">Subscribe to our newsletter, Good Question, to get insights like this sent straight to your inbox every week.<\/span><\/p><\/div>\n\n\n\n\t\t\t\t\t\t<script>\n\t\t\t\t\t\t\twindow.hsFormsOnReady = window.hsFormsOnReady || [];\n\t\t\t\t\t\t\twindow.hsFormsOnReady.push(()=>{\n\t\t\t\t\t\t\t\thbspt.forms.create({\n\t\t\t\t\t\t\t\t\tportalId: 5834619,\n\t\t\t\t\t\t\t\t\tformId: \"64ede74e-e88f-44c7-996f-78859799755a\",\n\t\t\t\t\t\t\t\t\ttarget: \"#hbspt-form-1768316601000-7169388979\",\n\t\t\t\t\t\t\t\t\tregion: \"na2\",\n\t\t\t\t\t\t\t\t\tcssRequired: \".submitted-message { overflow: auto; } .hs-form-88422a7d-0355-4f27-b674-4b9fcc71560c, .hs-form-ac90f61a-a614-4bcd-b57a-18cd0e91ceff { color: #fff }\",\n\t\t\t\t\t\t\t})});\n\t\t\t\t\t\t<\/script>\n\t\t\t\t\t\t<div class=\"hbspt-form\" id=\"hbspt-form-1768316601000-7169388979\"><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-to-run-a-tree-test-in-9-steps-with-a-case-study\">How to Run a Tree Test in 9 Steps (With a Case Study)<\/h2>\n\n\n\n<p>If any of these use cases sound like a good fit for your company and you\u2019re ready to run one, it involves a few key steps. Let\u2019s walk through the process. We\u2019ll also look at an actual tree-testing study for one of our clients.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-identify-what-you-want-to-test\">1. Identify What You Want to Test<\/h3>\n\n\n\n<p>Start by determining the goals of your tree test. Are you testing the usability of your navigation, evaluating labels, or understanding how users think about your product? Having a clear goal will help guide the rest of the process.<\/p>\n\n\n\n<p>In our client test, we asked: How might we improve product discoverability in the mobile menu?<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-build-your-tree-structure\">2. Build Your Tree Structure<\/h3>\n\n\n\n<p>Create a simplified version of your site\u2019s information hierarchy (the \u201ctree\u201d). This should include the categories, subcategories, and any key items users would navigate through. The tree should represent your current or proposed site structure but without any visual design elements.<\/p>\n\n\n\n<p>For our ecommerce client, we tested two variants:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Variant A: Product categories are seen as the main level of navigation alongside account info, stores, etc.<\/li>\n\n\n\n<li>Variant B: Product categories are nested under \u201cshop\u201d to clean up navigation if users are looking for info rather than products<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-create-user-tasks\">3. Create User Tasks<\/h3>\n\n\n\n<p>Develop tasks that represent common actions users would take on your site. These tasks should ask users to find specific information or complete certain goals. Tasks need to be realistic, simple, and reflect the way users would naturally interact with your site.<\/p>\n\n\n\n<p>Here are some examples of tree-testing tasks you could ask users to complete:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Find where you would go to update your account settings.<\/li>\n\n\n\n<li>Locate the page where you can learn about pricing options.<\/li>\n\n\n\n<li>Where would you go to find customer support or contact information?<\/li>\n\n\n\n<li>Where would you go to access the company&#8217;s privacy policy?<\/li>\n\n\n\n<li>Locate the section where you can download the app.<\/li>\n\n\n\n<li>Where would you find information about shipping and returns?<\/li>\n\n\n\n<li>Find the page that explains how to get started with a new service.<\/li>\n\n\n\n<li>Where would you go to view recent blog posts?<\/li>\n\n\n\n<li>Find the option to sign up for the company newsletter.<\/li>\n<\/ul>\n\n\n\n<p>As you design tasks, it\u2019s important to document the correct answers that correspond with the information in the tree. This helps you quickly calculate the access rate.<\/p>\n\n\n\n<p>How do you come up with the tasks for a tree test? By identifying what we want to uncover and reverse-engineering the questions.<\/p>\n\n\n\n<p><em><strong>\u201cI craft the scenarios based on how a user might interact with the website,\u201d <\/strong><\/em>says Lexi Traylor.<em><strong> \u201cI like to use language that doesn&#8217;t give away the answer in the task description. I also try to vary the difficulty of tasks to get a comprehensive view of the navigation&#8217;s effectiveness.\u201d<\/strong><\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-select-the-tree-testing-method\">4. Select the Tree Testing Method<\/h3>\n\n\n\n<p>Tree testing can be run in person or using remote software. The advantage of in-person testing (called moderated testing) is that you can ask questions that occur to you in the moment. You can also read people&#8217;s body language, facial expressions, or vocal expressions, which you don&#8217;t get in remote testing. The quantitative data could technically show the task was completed quickly and successfully, but there could be outliers with hesitations or subtle struggles that you wouldn&#8217;t have seen in remote testing.<\/p>\n\n\n\n<p>Remote testing, however, is faster and easier to scale. Participants can take the test anywhere on their own time without your presence. Software tools like <a href=\"https:\/\/www.lyssna.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Lyssna<\/a> also let you build a tree structure quickly by dragging and dropping blocks.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-5-recruit-participants\">5. Recruit Participants<\/h3>\n\n\n\n<p>Find participants who match your target audience. <strong><em>\u201cWhen we consider recruiting participants who match our target audience, we take an approach that starts with a bird&#8217;s-eye view (demographics) and then funnels further into a narrower scope (psychographics),\u201d<\/em><\/strong> says Lexi.<\/p>\n\n\n\n<p><strong><em>\u201cSince tree tests are more technical, we also like to recruit participants with at least average technical proficiency.\u201d<\/em><\/strong><\/p>\n\n\n\n<p>You\u2019ll need enough users to get reliable data, but the exact number will depend on your goals. Recruiting at least 20\u201350 participants is a good range for collecting meaningful insights, but more testers mean a higher confidence level.<\/p>\n\n\n\n<p>If you have multiple customer segments, you\u2019ll need to recruit participants from each segment. Make sure to compartmentalize them in your test so you learn how each segment behaves.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-6-consider-a-pilot-study-and-peer-review\">6. Consider a Pilot Study and Peer Review<\/h3>\n\n\n\n<p>It&#8217;s important to make sure everything works before you send your tree test to a large group of people. Two helpful ways to ensure this are with a pilot study or peer review.<\/p>\n\n\n\n<p>In a pilot study, launch your tree test to a single user to make sure there are no issues with the tasks or instructions. For a peer review, have your team practice by going through the tasks as if they were real participants.<\/p>\n\n\n\n<p>Both will help you catch any issues, refine instructions, and spot anything confusing or missing before the full test.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-7-run-the-test\">7. Run the Test<\/h3>\n\n\n\n<p>Once your tree test is set up and participants are recruited, run the test. Users will navigate through the tree structure to complete the tasks you\u2019ve provided. The moderator or the software will track how long they take, where they click, and how successful they are in completing the tasks.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"1000\" height=\"958\" src=\"https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-example-1.png\" alt=\"An example from tree testing run by The Good.\" class=\"wp-image-109467\" srcset=\"https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-example-1.png 1000w, https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-example-1-300x287.png 300w, https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-example-1-768x736.png 768w, https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-example-1-600x575.png 600w, https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-example-1-78x75.png 78w, https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-example-1-24x24.png 24w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p>In our client study, we conducted a tree test with two cohorts of 40 participants recruited from our remote testing panel. Each cohort navigated through the information architecture (IA) of one of the two menu structures.<\/p>\n\n\n\n<p>Participants were presented with multiple tasks, asking them to identify specific pages. They were also asked to rank the ease of each task and express frustrations or confusion.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-8-analyze-the-results\">8. Analyze the Results<\/h3>\n\n\n\n<p>After the test is complete, review the data. Look at task completion rates, the time taken to find items, and whether users followed a direct path or bounced between categories. This will help you understand where your structure works well and where it needs improvement.<\/p>\n\n\n\n<p><strong><em>\u201cWhen analyzing tree test results, I look at success rates, paths, directness, and time-on-task,\u201d <\/em><\/strong>says Lexi Traylor.<strong><em> \u201cLastly, I look at the qualitative insights, reviewing all the comments to identify patterns and trends in the responses. I group similar responses into buckets to identify patterns and use those patterns to inform any iterations made to the structure.\u201d<\/em><\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Success rate: The percentage of participants that completed the task.<\/li>\n\n\n\n<li>Directness: The percentage of participants who completed the task without hesitation and found the correct answer on their first attempt.<\/li>\n\n\n\n<li>Time: The time it took participants to finish a task.<\/li>\n\n\n\n<li>Path: The routes participants took before selecting an answer.<\/li>\n<\/ul>\n\n\n\n<p>Let\u2019s look at the results of our client study for the first task:<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"1000\" height=\"753\" src=\"https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-variant-results.png\" alt=\"Varian results from tree testing run by The Good.\" class=\"wp-image-109468\" srcset=\"https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-variant-results.png 1000w, https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-variant-results-300x226.png 300w, https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-variant-results-768x578.png 768w, https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-variant-results-600x452.png 600w, https:\/\/thegood.com\/wp-content\/uploads\/The-Good-tree-test-variant-results-100x75.png 100w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Success rate: Users presented with Variant A successfully achieved their first task slightly more.<\/li>\n\n\n\n<li>Directness: Users presented with Variant A achieved their first task with more directness (less backtracking).<\/li>\n\n\n\n<li>Time: The participants presented with Variant B spent the shortest amount of time, on average, completing the first task.<\/li>\n\n\n\n<li>Path: Although Variant A had the highest success, it also had the lowest directness.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-what-did-we-learn\">What Did We Learn?<\/h4>\n\n\n\n<p><strong>Variant A: <\/strong>Participants often noted categorical confusion, label ambiguity, redundancy in naming, mismatch in location expectations, and excessive click depth for tasks. Some mentioned second-round tasks being easier due to already browsing the categories in the first tasks.<\/p>\n\n\n\n<p><strong>Variant B: <\/strong>Participants had feedback similar to that of Variant A Information Architecture, noting category confusion, label ambiguity, navigation and click depth, and general uncertainty on where to look.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-9-implement-site-app-improvements\">9. Implement Site\/App Improvements<\/h3>\n\n\n\n<p>Based on your analysis, adjust your site\u2019s structure, labels, or navigation to address the issues uncovered during the test. You can then re-test to validate the changes before moving forward with your design.<\/p>\n\n\n\n<p>In the case of our client study, our research suggests the two proposed navigation structures could be further optimized for improved clarity and product discoverability. A significant portion of participants had to rely on assumptions and multiple attempts to find the correct categories.<\/p>\n\n\n\n<p>Here are the next steps we recommended to this client:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Clarify Category Labels<\/li>\n\n\n\n<li>Cross-List Items<\/li>\n\n\n\n<li>Improve Navigation Hierarchy<\/li>\n\n\n\n<li>Generalize Parent Categories<\/li>\n\n\n\n<li>Conduct Follow-Up Testing<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-limitations-of-tree-testing\">The Limitations of Tree Testing<\/h2>\n\n\n\n<p>There is no one best kind of research or validation. There is a situation and use case for all methods, and knowing the honest limitations of each can help set your efforts up for success.<\/p>\n\n\n\n<p>Based on the step-by-step process for running a tree test and the accompanying case study, you can see that running a test doesn\u2019t always leave you with the answer to your question. Here are some other limitations to keep an eye on when conducting this research method.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Potential for Bias: <em>\u201cBias can happen when tasks are overly instructional or include labels that can unintentionally lead users to the right option,\u201d <\/em><\/strong>says Tristan<strong><em>. \u201cFor instance, \u2018Find the children\u2019s bedroom section\u2019 is too much information because the instructions match the category name. A better task would be, \u2018Where would you purchase a bed for a child?\u2019\u201d<\/em><\/strong><\/li>\n\n\n\n<li><strong>Lacks Visual and Contextual Elements: <\/strong>Tree testing strips away all design elements and focuses solely on the structure of the site or app, which means the test doesn\u2019t account for how users interact with the visual cues, page layout, or content on a live site. Real-world behavior can differ when users see the actual design.<\/li>\n\n\n\n<li><strong>May Miss Real-World Complexities:<\/strong> In real-world scenarios, users navigate through your site with a combination of goals and distractions. Tree testing presents tasks in isolation, which doesn\u2019t fully reflect how users would naturally behave when exploring the live site. This can result in slightly skewed insights that don&#8217;t capture the full complexity of user behavior. <strong><em>\u201cWhen this happens, it\u2019s a good idea to dive into other metrics to get a clearer picture of what\u2019s really going on with the user experience,\u201d<\/em><\/strong> says Tristan.<\/li>\n\n\n\n<li><strong>Requires Thoughtful Task Design:<\/strong> The quality of a tree test depends on how well the tasks are designed. Poorly constructed tasks can lead to unclear or misleading results, so it\u2019s crucial to create tasks that accurately reflect the way users would approach your product in real life.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-tree-test-for-a-better-user-experience\">Tree Test for a Better User Experience<\/h2>\n\n\n\n<p>Despite its limitations, we\u2019re big fans of tree testing.<\/p>\n\n\n\n<p><em><strong>\u201cTree testing is great to validate information architecture early in the design process and nip navigational issues in the bud before investing time and resources into design and development,\u201d<\/strong><\/em> says Lexi Traylor.<\/p>\n\n\n\n<p>Whether you\u2019re developing a new product, redesigning a site, or fine-tuning your current structure, tree testing helps you create an organized information architecture that aligns with your users\u2019 mental models. It also helps you identify and fix issues that might frustrate users or hinder their ability to find important content.<\/p>\n\n\n\n<p>As part of our <a href=\"https:\/\/thegood.com\/digital-experience-optimization-program\/\" target=\"_blank\" rel=\"noreferrer noopener\">Digital Experience Optimization Program\u2122<\/a>, we use tree testing alongside other testing and validation tools to help you build a better digital product. We bring a dedicated pod of experts in key optimization disciplines to help you unlock results that move the needle.<\/p>\n\n\n\n<p><a href=\"https:\/\/thegood.com\/digital-experience-optimization-program\/\" target=\"_blank\" rel=\"noreferrer noopener\">Contact us to learn more<\/a>.<\/p>\n\n\n\n<div class=\"wp-block-ugb-container ugb-container cta-button ugb-e894df8 ugb-container--v2 ugb-container--design-image2 ugb-container--collapse-on-mobile ugb-main-block\"><style>.ugb-e894df8-wrapper.ugb-container__wrapper{padding-top:0 !important;padding-bottom:0 !important;background-color:#000000 !important}.ugb-e894df8-wrapper > .ugb-container__side{padding-top:35px !important;padding-bottom:35px !important}.ugb-e894df8-wrapper.ugb-container__wrapper:before{background-color:#000000 !important}.ugb-e894df8-content-wrapper > h1,.ugb-e894df8-content-wrapper > h2,.ugb-e894df8-content-wrapper > h3,.ugb-e894df8-content-wrapper > h4,.ugb-e894df8-content-wrapper > h5,.ugb-e894df8-content-wrapper > h6{color:#ffffff}.ugb-e894df8-content-wrapper > p,.ugb-e894df8-content-wrapper > ol li,.ugb-e894df8-content-wrapper > ul li{color:#ffffff}.ugb-e894df8-wrapper > .ugb-container__image{background-image:url(https:\/\/thegood.com\/wp-content\/uploads\/Example-Images.png);width:40% !important}@media screen and (min-width:768px){.ugb-e894df8.ugb-container{margin-bottom:35px !important}}@media screen and (max-width:768px){.ugb-e894df8-wrapper > .ugb-container__image{height:300px !important}}.ugb-e894df8 > .ugb-inner-block > .ugb-block-content > *{justify-content:center !important}@media screen and (min-width:768px){.ugb-e894df8 > .ugb-inner-block > .ugb-block-content > .ugb-container__wrapper > .ugb-container__side{padding-top:8% !important;padding-bottom:8% !important;padding-right:8% !important;padding-left:8% !important}}<\/style><div class=\"ugb-inner-block\"><div class=\"ugb-block-content\"><div class=\"ugb-container__wrapper ugb-e894df8-wrapper\"><div class=\"ugb-container__image\"><\/div><div class=\"ugb-container__side\"><div class=\"ugb-container__content-wrapper ugb-e894df8-content-wrapper\">\n<h5 class=\"wp-block-heading\" id=\"h-find-out-what-stands-between-your-company-and-digital-excellence-with-a-custom-5-factors-scorecard\"><span style=\"color: #ffffff;\" class=\"ugb-highlight\">Find out what stands between your company and digital excellence with a custom 5-Factors Scorecard\u2122<\/span>.<\/h5>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-white-color has-main-blue-background-color has-text-color has-background no-border-radius wp-element-button\" href=\"https:\/\/thegood.com\/5factors\/\" target=\"_blank\" rel=\"noreferrer noopener\">GET YOUR SCORECARD<\/a><\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div><\/div>\n<div class=\"tkugp-items-wrap\"><div class=\"tkugp-bottomcontent\"><\/div><\/div>","protected":false},"author":62,"featured_media":109469,"comment_status":"closed","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","wpcf-summary":["Learn how tree testing can be used to assess whether users can find resources within your site or app."]},"insight-category":[10074],"insight-tag":[79,10082,7006,10346,10080],"class_list":["post-109465","insights","type-insights","status-publish","format-standard","has-post-thumbnail","hentry","insight-category-user-research-testing","insight-tag-content-optimization","insight-tag-customer-experience","insight-tag-ecommerce","insight-tag-validate-design-decisions","insight-tag-website-optimization"],"acf":[],"featured_image_urls_v2":{"full":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-scaled.jpg",2560,1709,false],"thumbnail":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-150x150.jpg",150,150,true],"medium":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-300x200.jpg",300,200,true],"medium_large":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-768x513.jpg",768,513,true],"large":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-1024x684.jpg",1024,684,true],"1536x1536":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-1536x1025.jpg",1536,1025,true],"2048x2048":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-2048x1367.jpg",2048,1367,true],"teaser":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-380x215.jpg",380,215,true],"teaser-large":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-760x430.jpg",760,430,true],"insights-featured":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-600x401.jpg",600,401,true],"case-study-logo-small":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-112x75.jpg",112,75,true],"gform-image-choice-sm":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-scaled.jpg",300,200,false],"gform-image-choice-md":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-scaled.jpg",400,267,false],"gform-image-choice-lg":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-scaled.jpg",600,401,false],"profile_24":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-24x24.jpg",24,24,true],"profile_48":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-48x48.jpg",48,48,true],"profile_96":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-96x96.jpg",96,96,true],"profile_150":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-150x150.jpg",150,150,true],"profile_300":["https:\/\/thegood.com\/wp-content\/uploads\/pexels-divinetechygirl-1181263-300x300.jpg",300,300,true]},"post_excerpt_stackable_v2":"<p>Creating an effective navigation hierarchy is a tricky process. Even when you follow best practices, there\u2019s no guarantee that your categorization and labeling will make sense to your users. How do you know what will make sense to your audience? You can test your navigation and general information architecture with a validation method like tree testing. We spoke with two optimization experts to explore this valuable research method: Lexi Traylor, Digital Designer at The Good. She tackles intricate design challenges that optimize user engagement. Tristan Gamilis, Co-Founder and Chief Product Officer at Lyssna, a leading user experience research platform. In&hellip;<\/p>\n","category_list_v2":"","author_info_v2":{"name":"Caroline Appert","url":"https:\/\/thegood.com\/author\/carolineappert\/"},"comments_num_v2":"0 comments","yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.7 (Yoast SEO v26.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>The Power of Tree Testing in Optimization<\/title>\n<meta name=\"description\" content=\"Two optimization experts explore how tree testing can be used to assess whether users can find resources within your site or app.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thegood.com\/insights\/tree-testing\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Power of Tree Testing in Optimization\" \/>\n<meta property=\"og:description\" content=\"Two 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