{"id":5996,"date":"2025-05-08T06:36:10","date_gmt":"2025-05-08T06:36:10","guid":{"rendered":"https:\/\/www.goodcore.co.uk\/blog\/?p=5996"},"modified":"2025-06-02T13:10:56","modified_gmt":"2025-06-02T13:10:56","slug":"how-to-test-mvp","status":"publish","type":"post","link":"https:\/\/www.goodcore.co.uk\/blog\/how-to-test-mvp\/","title":{"rendered":"How to Test a Minimum Viable Product (MVP)"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">An MVP is the simplest version of your product that still delivers value, just enough to test your idea without burning through your budget.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Before you invest time and money into scaling, it\u2019s crucial to test that <a href=\"https:\/\/www.goodcore.co.uk\/services\/mvp-development\/\">minimum viable product<\/a> with real users. Why? Because feedback at this stage can make or break your product\u2019s future.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In this post, we\u2019ll walk you through practical ways to test your MVP, what to look for, and how to use the results to build something people actually want.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">What is MVP testing?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">MVP testing is the process of releasing the most basic version of your product to a limited group of users to evaluate how well it solves the core problem it&#8217;s designed for.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It\u2019s not just about making sure the product works technically, it\u2019s about observing how users interact with the key features and understanding their experience.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Do they find value in it? Is it intuitive? Does it meet their needs? The goal is to gather insights that validate your idea early, so you can make informed decisions before investing in full-scale development.<\/span><\/p>\n<p><b><i>Read also:<\/i><\/b> <a href=\"https:\/\/www.goodcore.co.uk\/blog\/mvp-development-for-startups\/\"><b>Types\u200c \u200cof\u200c \u200cMVPs\u200c \u200cand\u200c \u200cbest\u200c \u200cpractices\u200c<\/b><\/a><\/p>\n<div style=\"text-align: center;\">\n<div class=\"cta-section\">\n<h3 class=\"cta-heading\">Have an MVP idea? Let\u2019s build it to test market demand<\/h3>\n<p class=\"cta-text\"><span style=\"font-weight: 400;\">We help startups and product teams turn early-stage ideas into functional MVPs that let you validate your concept, attract users, and reduce time to market.<\/span><br \/>\n<a class=\"cta-btn\" href=\"https:\/\/www.goodcore.co.uk\/services\/mvp-development\/\" target=\"_blank\" rel=\"noopener\">Learn more<\/a><\/p>\n<\/div>\n<\/div>\n<h2><span style=\"font-weight: 400;\">Why is MVP testing important?<\/span><\/h2>\n<p>Testing your MVP isn\u2019t just a good idea &#8211; it\u2019s a critical step in building a product that actually works for your users. Here are some key reasons on why MVP testing is important.<\/p>\n<h3><span style=\"font-weight: 400;\">Avoiding costly mistakes by validating early<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">One of the biggest advantages of MVP testing is that it helps you avoid costly mistakes early on. Building a full product based on assumptions is risky. If those assumptions are wrong, you could waste months of work and a lot of money on features users don\u2019t need or want.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">By testing a simplified version first, you get real feedback on what actually works and what doesn\u2019t. Maybe users are confused by a core feature, or maybe they\u2019re not interested in the problem you\u2019re solving at all. Catching these issues early means you can pivot, adjust, or even rethink your approach before investing heavily in development.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Ensuring product-market fit<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">MVP testing is also key to finding out if there\u2019s a real product-market fit &#8211; meaning, does your product truly meet the needs of your target audience? It\u2019s one thing to think your idea is great, but it\u2019s another to see users actually find value in it and keep coming back.\u00a0<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-5998 size-full\" src=\"https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/Milestones-to-product-market-fit-1.jpg\" alt=\"\" width=\"1200\" height=\"912\" srcset=\"https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/Milestones-to-product-market-fit-1.jpg 1200w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/Milestones-to-product-market-fit-1-300x228.jpg 300w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/Milestones-to-product-market-fit-1-1024x778.jpg 1024w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/Milestones-to-product-market-fit-1-150x114.jpg 150w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/Milestones-to-product-market-fit-1-768x584.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Through testing, you can gauge interest, measure engagement, and understand whether your product resonates with the market you\u2019re aiming to serve. If users don\u2019t see the benefit or quickly lose interest, that\u2019s a signal that something needs to change; maybe it\u2019s the messaging, the problem you\u2019re solving, or even the audience itself. Getting clarity on this early gives you a stronger foundation to build a product people really want.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Gathering real user feedback for future iterations<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Another big reason to test your MVP is to start gathering real, honest feedback from actual users. This feedback helps you understand what\u2019s working, what\u2019s missing, and what could be improved in future versions.\u00a0<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6002 size-full\" src=\"https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/customer-feedback-loop.jpg\" alt=\"\" width=\"1200\" height=\"701\" srcset=\"https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/customer-feedback-loop.jpg 1200w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/customer-feedback-loop-300x175.jpg 300w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/customer-feedback-loop-1024x598.jpg 1024w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/customer-feedback-loop-150x88.jpg 150w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/customer-feedback-loop-768x449.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Instead of guessing what to build next, you get direct input from the people who are (or could be) your customers. Maybe they\u2019re asking for a feature you hadn\u2019t considered, or maybe they\u2019re using your product in ways you didn\u2019t expect.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">These insights help you shape your product roadmap with confidence, making sure each update is driven by real user needs, not assumptions.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Faster time to market<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Testing an MVP also helps you get to market faster, which is a huge advantage, especially in competitive spaces. Instead of waiting to launch a fully developed product, you release a lean version with just the essentials. This means you can start collecting feedback, building user interest, and making improvements much earlier in the process.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It also helps you stay agile &#8211; if something isn\u2019t working, you can change direction quickly without the pressure of having built too much. Plus, getting your product out there faster gives you a head start on building a customer base and testing different messaging or positioning. Speed matters, and MVP testing helps you move quickly with purpose.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Data-driven decisions<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">MVP testing gives you the chance to make data-driven decisions instead of relying on gut feelings or assumptions. Once your MVP is in the hands of real users, you can track how they\u2019re interacting with it; what features they use most, where they drop off, how long they stay engaged, and more.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">These metrics help you see what\u2019s adding value and what\u2019s not. For example, if a feature everyone thought would be a hit is barely touched, that\u2019s a clear signal to rethink or remove it. On the flip side, if a simple feature is getting a lot of attention, it might be worth investing more into it.\u00a0<\/span><\/p>\n<p><i><span style=\"font-weight: 400;\">To learn more about the fundamentals of the MVP development approach, check out our guide:<\/span><\/i> <a href=\"https:\/\/www.goodcore.co.uk\/blog\/building-a-minimum-viable-product\/\"><b>Building a Minimum Viable Product (MVP): From Concept to Success<\/b><\/a><\/p>\n<h2><span style=\"font-weight: 400;\">MVP testing methods<\/span><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-5999 size-full\" src=\"https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/MVP-testing-methods.jpg\" alt=\"\" width=\"1200\" height=\"912\" srcset=\"https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/MVP-testing-methods.jpg 1200w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/MVP-testing-methods-300x228.jpg 300w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/MVP-testing-methods-1024x778.jpg 1024w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/MVP-testing-methods-150x114.jpg 150w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/MVP-testing-methods-768x584.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">Once you\u2019re ready to test your MVP, the next step is choosing how to do it. There are several practical methods you can use to gather feedback and validate your idea effectively.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">1. User testing<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">User testing (also known as usability testing) is a method used to evaluate a product by observing how real users interact with it. When applied to an MVP, user testing helps determine:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Whether users understand the product&#8217;s value.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">How intuitive and user-friendly the MVP is.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">What features are essential or unnecessary.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">If the MVP solves the problem it&#8217;s meant to address.<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-weight: 400;\">Metrics used in user testing<\/span><\/h4>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Task success rate: % of users who complete a task successfully.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Time on task: How long it takes to complete a task.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Error rate: How often users make mistakes.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">System Usability Scale (SUS): A standardised 10-question usability survey.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Net Promoter Score (NPS): Measures likelihood to recommend the product.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">User satisfaction rating: Direct feedback on experience (e.g., 1\u20135 stars).<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">2. Alpha\/beta testing<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Alpha and beta testing are the stages of MVP testing that help you catch issues, gather feedback, and understand how your product performs in the real world &#8211; but they serve slightly different purposes and happen at different times.<\/span><\/p>\n<p><b>Alpha testing<\/b><span style=\"font-weight: 400;\"> is usually done first, often internally or with a small, trusted group of users. At this stage, your MVP is still rough around the edges, so the goal is to catch obvious bugs, test core functionality, and make sure the product is usable. It\u2019s usually done in-house by your team or friendly early testers who understand the product may not be perfect yet. You\u2019re looking for broken flows, technical issues, and anything that could seriously block users.<\/span><\/p>\n<p><b>Beta testing<\/b><span style=\"font-weight: 400;\"> comes next and involves a broader audience, real users who fit your target market but weren\u2019t involved in development. This is where you see how your MVP performs in the wild. Beta testers help validate usability, value, and performance under real-world conditions. You\u2019re aiming to get honest feedback on whether the product actually solves the intended problem, how intuitive it is, and what\u2019s missing or confusing.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Both alpha and beta testing are great for collecting both qualitative feedback (like what users are saying) and quantitative data (like how they\u2019re using the product).\u00a0<\/span><\/p>\n<h4><span style=\"font-weight: 400;\">Metrics used in alpha\/beta testing<\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Here are some key metrics to track:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bug reports and frequency of crashes<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Task completion rates<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Time spent on key features<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">User satisfaction scores (via short surveys)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Retention rates (how many users come back after first use)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Feature usage patterns (which parts of the MVP are used most\/least)<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">The insights you gather from alpha\/beta testing are crucial for shaping your roadmap, fixing critical issues, and getting a clearer picture of what your product needs before a full launch.<\/span><\/p>\n<div style=\"text-align: center;\">\n<div class=\"cta-section\">\n<h3 class=\"cta-heading\">Ready to launch your MVP the right way?<\/h3>\n<p class=\"cta-text\"><span style=\"font-weight: 400;\">From prototype to user testing, our team supports every step of the MVP development and validation process, helping you move forward with confidence.<\/span><br \/>\n<a class=\"cta-btn\" href=\"https:\/\/www.goodcore.co.uk\/services\/mvp-development\/\" target=\"_blank\" rel=\"noopener\">MVP development services<\/a><\/p>\n<\/div>\n<\/div>\n<h3><span style=\"font-weight: 400;\">3. A\/B testing<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">A\/B testing is a great way to make data-backed decisions about your MVP by comparing two different versions of a feature or flow within your app to see which one works better from a usability or functionality perspective. It\u2019s simple in concept: you create version A and version B, show each to a different group of users, and then track which version leads to better results.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For example, say you\u2019re testing two onboarding flows: one that walks users through a setup wizard (version A), and one that drops them straight into the app with tooltips (version B). You randomly assign new users to each version, then compare how well each group performs. Are users in one group completing the setup faster? Are they more likely to return the next day? Are fewer people dropping off?<\/span><\/p>\n<h4><span style=\"font-weight: 400;\">Types of A\/B testing<\/span><\/h4>\n<p><span style=\"font-weight: 400;\">There are a few types of A\/B testing relevant to software MVPs:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Feature variation testing \u2013 Testing two different implementations of a key feature.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Workflow testing \u2013 Comparing how users navigate or complete tasks with different flows.<\/span><\/li>\n<\/ul>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">UI\/UX component testing \u2013 Trying out different layouts or controls to see which is more intuitive.<\/span><\/li>\n<\/ul>\n<h4><span style=\"font-weight: 400;\">Metrics used in A\/B testing<\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Key metrics to track during MVP A\/B tests include:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Task completion rate<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Time to complete a task<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Error rates or help requests<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Retention or return usage<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Feature engagement (how often it\u2019s used, how it\u2019s used)<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">The goal here is not just which version looks better or gets clicks, it\u2019s about which one helps users get value from your MVP more effectively.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">4. Smoke testing<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The purpose of smoke testing is to confirm that the core functionality of your MVP works as expected. You\u2019re not testing edge cases or rare user scenarios here, you\u2019re simply verifying that the major features load, buttons respond, forms submit, and the app doesn\u2019t crash the moment someone logs in. If any of these key parts are broken, there\u2019s no point in testing further until they\u2019re fixed.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6003 size-full\" src=\"https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/Characteristics-of-smoke-testing.jpg\" alt=\"\" width=\"1200\" height=\"711\" srcset=\"https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/Characteristics-of-smoke-testing.jpg 1200w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/Characteristics-of-smoke-testing-300x178.jpg 300w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/Characteristics-of-smoke-testing-1024x607.jpg 1024w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/Characteristics-of-smoke-testing-150x89.jpg 150w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/Characteristics-of-smoke-testing-768x455.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<h4><span style=\"font-weight: 400;\">What does smoke testing cover?<\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Smoke testing focuses only on the critical path &#8211; the most essential parts of the software. For an MVP, this typically includes:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Login\/authentication<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Core feature execution (e.g., submitting a form, uploading a file, sending a message)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Basic navigation (menu, links, buttons)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Page or screen loading<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Database connectivity<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">API responsiveness<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Crash\/exception handling<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">It does not go deep into edge cases, performance, or UI polish &#8211; that&#8217;s for later testing phases.<\/span><\/p>\n<h4><span style=\"font-weight: 400;\">When is smoke testing used?<\/span><\/h4>\n<p><span style=\"font-weight: 400;\">You might run a smoke test:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Right after a fresh deployment to staging or testing environments<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Before sending the build to beta testers<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">After fixing major bugs or integrating new code<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Before each sprint demo or internal review<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">5. Analytics and behavioural tracking<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Analytics and behavioural tracking refer to the collection, measurement, and interpretation of user data to understand:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">How users interact with your MVP.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">What features are used (or ignored).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Where users get stuck or drop off.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">How long they stay, how often they return, and more.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">You typically set up analytics tracking as soon as your MVP is live and in users\u2019 hands, whether that\u2019s during alpha, beta, or even early public access. The earlier you start collecting data, the faster you can spot usage patterns, friction points, or unexpected behaviours. You can use tools like Google Analytics, Mixpanel, Hotjar, or built-in analytics if you&#8217;re working on mobile.<\/span><\/p>\n<h4><span style=\"font-weight: 400;\">Metrics used in analytics and behavioural testing<\/span><\/h4>\n<p><span style=\"font-weight: 400;\">Here are some key metrics to track:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">User retention \u2013 Are users coming back after their first visit?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Feature usage \u2013 Which features are being used most and least?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">User flow \u2013 How are users moving through your app? Where are they dropping off?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Conversion rates \u2013 Are users completing key actions (e.g., signing up, creating a task)?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Time on task \u2013 How long does it take to complete a core action?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Session length \u2013 How much time do users spend in the app?<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Combined with user feedback, this kind of data helps you prioritise what to fix, what to build next, and how to deliver a better experience with every iteration.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">How to choose the right MVP testing method?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">With several MVP testing methods available, it\u2019s important to choose the ones that fit your product, goals, and stage of development. Here\u2019s how you can choose the right approach:<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Define your objective clearly<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The first step in choosing the right MVP testing method is to clearly define what you\u2019re trying to learn or achieve. Without a clear objective, it\u2019s easy to get lost in data or run tests that don\u2019t actually move your product forward. Start by asking: What are you trying to learn or validate?<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>Objective<\/b><\/td>\n<td><b>Suitable testing techniques<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Does anyone want this?<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Landing page test, Concierge MVP, Smoke testing<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Do users understand the product?<\/span><\/td>\n<td><span style=\"font-weight: 400;\">User testing, Customer interviews<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Does the solution work functionally?<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Alpha\/Beta testing, Smoke testing<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">How do users behave with it?<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Behavioural tracking, Analytics<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Which version works better?<\/span><\/td>\n<td><span style=\"font-weight: 400;\">A\/B testing, Multivariate testing<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Will users pay for it?<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Pre-orders, Crowdfunding, Fake door test<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span style=\"font-weight: 400;\">Keeping your objective front and centre helps you run focused tests that give you useful, actionable results &#8211; not just a pile of feedback to sort through.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Assess the stage of your MVP<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Choosing the right testing method also depends on where your MVP is in its development journey. Not every method fits every stage, so it\u2019s important to match your approach to how ready your product actually is.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Here\u2019s a table to help you figure this out:<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>Stage<\/b><\/td>\n<td><b>Best techniques<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>Idea\/Concept<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Surveys, Interviews, Landing Pages, Fake Door Testing<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Prototype<\/b><\/td>\n<td><span style=\"font-weight: 400;\">User Testing, Usability Testing, Clickable Mockups<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Functional MVP<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Alpha\/Beta Testing, Smoke Testing, Analytics<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Early Traction<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Behavioural Tracking, Funnel Analysis, A\/B Testing<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span style=\"font-weight: 400;\">Consider your resources<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Another key factor in choosing the right MVP testing method is understanding your available resources. Ask yourself:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Do you have real users or just ideas?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Do you have time for manual testing or need automation?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Can you afford paid tools or need low-cost options?<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Here\u2019s a quick guide to help match your resources with the right MVP testing methods:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Low budget<\/b><span style=\"font-weight: 400;\"> \u2013 Stick with lightweight, manual options that still give solid insights. Try manual user testing, Google Forms surveys, or even a landing page test to validate interest before building more.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>No users yet<\/b><span style=\"font-weight: 400;\"> \u2013 If you don\u2019t have an audience to test with, focus on early conversations. Conduct interviews, seek community feedback (like in forums or Reddit), or use a concierge MVP, where you manually simulate the service to learn how users respond.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Time-constrained<\/b><span style=\"font-weight: 400;\"> \u2013 When time is tight, lean on fast, automated methods like smoke testing, heatmaps, or session recordings to catch issues and see how people interact without needing live sessions.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data-oriented team<\/b><span style=\"font-weight: 400;\"> \u2013 If your team loves numbers and dashboards, make the most of analytics, behavioural tracking, and A\/B testing. These methods help you dig deep into usage patterns and make informed decisions based on real behaviour.<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">Know your target audience<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Knowing your target audience is just as important as knowing what you want to test. Different types of users respond better to different testing methods, so choosing the right approach means thinking about who you\u2019re building for and how they\u2019re most likely to engage with your MVP.<\/span><\/p>\n<h4><span style=\"font-weight: 400;\">Tech-savvy users<\/span><\/h4>\n<p><span style=\"font-weight: 400;\">If you\u2019re targeting a tech-savvy audience, like developers, designers, or product people, they\u2019re usually more comfortable with rough edges and early-stage products. You can go with <\/span><b>beta testing<\/b><span style=\"font-weight: 400;\">, collect <\/span><b>in-product feedback<\/b><span style=\"font-weight: 400;\">, or even use something like <\/span><b>GitHub Issues<\/b><span style=\"font-weight: 400;\"> to let them report bugs and suggest improvements directly.\u00a0<\/span><\/p>\n<h4><span style=\"font-weight: 400;\">General audience<\/span><\/h4>\n<p><span style=\"font-weight: 400;\">For a general audience, it\u2019s better to focus on methods that are simple and user-friendly. Like <\/span><b>user testing<\/b><span style=\"font-weight: 400;\"> sessions (moderated or unmoderated), <\/span><b>heatmaps<\/b><span style=\"font-weight: 400;\"> to track clicks and scrolls, and easy-to-complete <\/span><b>surveys<\/b><span style=\"font-weight: 400;\"> to gather quick thoughts. These users might not give super technical feedback, but they\u2019ll show you how intuitive and usable your product really is.<\/span><\/p>\n<h4><span style=\"font-weight: 400;\">B2B users<\/span><\/h4>\n<p><span style=\"font-weight: 400;\">If you\u2019re building for B2B users &#8211; like businesses, teams, or professionals &#8211; your best bet is often <\/span><b>interviews<\/b><span style=\"font-weight: 400;\"> to understand their workflows, a <\/span><b>concierge MVP<\/b><span style=\"font-weight: 400;\"> to simulate your solution manually, or setting up an <\/span><b>early access program<\/b><span style=\"font-weight: 400;\"> where a select group tries the product and gives structured feedback.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Match the technique to your MVP type<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Not all MVPs are built the same way and the testing method you choose should match the type of MVP you\u2019re working with. Whether your MVP is a simple prototype, a clickable demo, or a functional early version of the product, the way you test it should align with what it\u2019s meant to do.<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>MVP type<\/b><\/td>\n<td><b>Best testing methods<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>Landing Page MVP<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Analytics, Conversion funnel tracking, A\/B testing<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Concierge MVP<\/b><\/td>\n<td><span style=\"font-weight: 400;\">User interviews, Manual user testing<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Wizard of Oz MVP<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Behavioural tracking, Session recording<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Prototype (Clickable, Figma)<\/b><\/td>\n<td><span style=\"font-weight: 400;\">User testing, Task-based testing<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Live Product (early build)<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Smoke testing, Alpha\/Beta, Analytics<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span style=\"font-weight: 400;\">Balance qualitative vs quantitative insights<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">When testing your MVP, it\u2019s important to strike the right balance between qualitative and quantitative insights. Each gives you a different kind of value, and relying too heavily on one while ignoring the other can leave blind spots in your decision-making.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For example, analytics might tell you that 60% of users dropped off during onboarding but only a user interview can reveal that your instructions were confusing or a step felt unnecessary. On the flip side, you might hear great feedback in a few interviews, but without data to back it up, it\u2019s hard to know if it\u2019s representative.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The sweet spot is using both types together to get a holistic view.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">MVP validation process &#8211; How to conduct MVP testing<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Once you\u2019ve chosen the right testing methods, it\u2019s time to put them into action. Here\u2019s a simple step-by-step process to help you structure and run your MVP testing effectively.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Step 1 &#8211; Define the MVP<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The first step in any MVP testing process is to clearly define what your MVP is. That means identifying the core functionality your product needs to have to solve the main problem for your target users. It\u2019s easy to get tempted into adding extra features or polishing the UI, but the purpose of an MVP is to test your core value proposition with the least amount of effort.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ask yourself:\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">What\u2019s the one job this product needs to do right now?\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Which features are essential to deliver that value?\u00a0<\/span><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6001 size-full\" src=\"https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/MINIMUM-VIABLE-PRODUCT.jpg\" alt=\"\" width=\"1200\" height=\"935\" srcset=\"https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/MINIMUM-VIABLE-PRODUCT.jpg 1200w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/MINIMUM-VIABLE-PRODUCT-300x234.jpg 300w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/MINIMUM-VIABLE-PRODUCT-1024x798.jpg 1024w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/MINIMUM-VIABLE-PRODUCT-150x117.jpg 150w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/MINIMUM-VIABLE-PRODUCT-768x598.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<h3><span style=\"font-weight: 400;\">Step 2 &#8211; Identify key metrics<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Once your MVP is defined, the next step is to identify the key metrics you\u2019ll track during testing. These are the numbers that will help you understand whether your MVP is doing its job. Without clear metrics, you risk collecting vague feedback or misinterpreting what success looks like.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Start by tying your metrics to your MVP\u2019s core goal:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">If your MVP is meant to test interest, focus on things like sign-up rates, click-through rates, or landing page conversions.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">If you\u2019re testing usability, track task completion rates, time on task, or error frequency.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">If your goal is engagement, look at daily active users, retention rates, or feature usage.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Keep your metrics focused; two or three well-chosen ones are usually better than a dozen vague stats.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Step 3 &#8211; User testing<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">With your MVP and key metrics in place, it\u2019s time to move into actual testing, where you put your product in front of real people and see how they use it.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Start by choosing the right testing method for your situation. If you\u2019re not sure which one fits best, refer back to the section \u201cHow to choose the right MVP testing method?\u201d where we outlined how to match your goals, audience, resources, and MVP type to the right approach.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Step 4 &#8211; Data analysis<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">After you\u2019ve gathered feedback and observations from user testing, the next step is making sense of everything you\u2019ve collected to find patterns, insights, and action points. This is where all those session notes, survey responses, and usage metrics come together to help you understand what\u2019s really going on with your MVP.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Start by reviewing both; quantitative data (like completion rates, time on task, click paths) and qualitative feedback (comments, frustrations, suggestions).\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Look for trends &#8211; are multiple users struggling with the same part of a workflow? Are people skipping over a feature you thought was important? These patterns will help you figure out where the real issues are. Use a simple framework to sort your findings, something like:<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-6000 size-full\" src=\"https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/MVP-Testing-Analysis-Table-\u2013-A-Meal-Planning-App.jpg\" alt=\"\" width=\"1200\" height=\"1004\" srcset=\"https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/MVP-Testing-Analysis-Table-\u2013-A-Meal-Planning-App.jpg 1200w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/MVP-Testing-Analysis-Table-\u2013-A-Meal-Planning-App-300x251.jpg 300w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/MVP-Testing-Analysis-Table-\u2013-A-Meal-Planning-App-1024x857.jpg 1024w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/MVP-Testing-Analysis-Table-\u2013-A-Meal-Planning-App-150x126.jpg 150w, https:\/\/www.goodcore.co.uk\/blog\/wp-content\/uploads\/2025\/05\/MVP-Testing-Analysis-Table-\u2013-A-Meal-Planning-App-768x643.jpg 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<h3><span style=\"font-weight: 400;\">Step 5 &#8211; Iterate and improve<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Once you\u2019ve analysed your data and pulled out the key insights, the final step is to iterate and improve. The whole point of MVP testing is to learn, and now it\u2019s time to apply what you\u2019ve learned to make your product better.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Start by prioritising what needs to change. Not every piece of feedback has to lead to a redesign. Focus on the critical issues that block users from experiencing the core value of your product.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Work in small, manageable updates. You don\u2019t need to overhaul the whole product, often, a few targeted fixes can make a big difference. Update your MVP, retest if needed, and keep track of what changes have the biggest impact. This is where having those metrics in place helps, and you can clearly see if a change leads to better outcomes.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Also, don\u2019t be afraid to repeat the cycle. MVP testing isn\u2019t a one-time event. You test, learn, and tweak, again and again. Each round gets you closer to a product that not only works but truly resonates with your users.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">How a custom software development partner can help<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Partnering with a custom software development team can make the MVP testing process smoother, faster, and far more effective, especially if you&#8217;re short on time, resources, or in-house expertise. A reliable partner like GoodCore brings experience, structure, and the right tools to help you validate your idea with confidence.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">We help you define your MVP strategically, making sure you&#8217;re building just enough to test your core idea without over-engineering. Our team knows which testing methods to use at each stage, whether it\u2019s setting up user interviews, designing A\/B tests, or integrating analytics for detailed tracking.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">You also get access to experienced QA engineers and UX specialists who know how to run user testing sessions, interpret behavioural data, and turn feedback into actionable improvements. We guide you through the full MVP validation cycle &#8211; from planning and testing to analysis and iteration &#8211; so you&#8217;re always moving forward with clarity and purpose.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">With GoodCore Software, you can expect:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Strategic MVP planning based on your goals and market<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Support for choosing and executing the right testing methods<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Setup of tools for analytics, session recordings, and feedback collection<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Expert data analysis and iteration planning<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A collaborative process that keeps you involved every step of the way<\/span><\/li>\n<\/ul>\n<div style=\"text-align: center;\">\n<div class=\"cta-section\">\n<h3 class=\"cta-heading\">Test your product idea without overbuilding<\/h3>\n<p class=\"cta-text\"><span style=\"font-weight: 400;\">Avoid wasted effort and build only what matters. We\u2019ll help you create an MVP that\u2019s laser-focused on core value and user feedback.<\/span><br \/>\n<a class=\"cta-btn\" href=\"https:\/\/www.goodcore.co.uk\/services\/mvp-development\/\" target=\"_blank\" rel=\"noopener\">MVP development services<\/a><\/p>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>An MVP is the simplest version of your product that still delivers value, just enough to test your idea without burning through your budget.\u00a0 Before you invest time and money into scaling, it\u2019s crucial to test that minimum viable product with real users. Why? Because feedback at this stage can make or break your product\u2019s [&hellip;]<\/p>\n","protected":false},"author":20,"featured_media":6004,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[108],"tags":[],"class_list":{"0":"post-5996","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-mvp-development"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to Test an MVP: Methods, Tools &amp; Best Practices<\/title>\n<meta name=\"description\" content=\"Learn how to effectively test your MVP with practical methods, tools, and expert tips to validate your product idea and build what users actually need.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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