{"id":17265,"date":"2026-04-07T23:34:47","date_gmt":"2026-04-08T03:34:47","guid":{"rendered":"https:\/\/www.data-mania.com\/blog\/?p=17265"},"modified":"2026-04-07T23:34:47","modified_gmt":"2026-04-08T03:34:47","slug":"customer-feedback-loops-for-plg-success","status":"publish","type":"post","link":"https:\/\/www.data-mania.com\/blog\/customer-feedback-loops-for-plg-success\/","title":{"rendered":"Customer Feedback Loops for PLG Success"},"content":{"rendered":"<p>Customer feedback loops help businesses improve their products by listening to users, analyzing their input, and implementing changes. For product-led growth (PLG) companies, where the product itself drives customer acquisition and retention, feedback loops are essential. Here\u2019s why they matter:<\/p>\n<ul>\n<li><strong>Better Decisions<\/strong>: Companies using customer analytics are <strong>23x more likely<\/strong> to acquire new customers.<\/li>\n<li><strong>Higher Profits<\/strong>: A <strong>5% increase in retention<\/strong> can boost profits by <strong>25-95%<\/strong>.<\/li>\n<li><strong>Improved Satisfaction<\/strong>: Metrics like NPS scores and feature adoption rates reveal what users love and what needs fixing.<\/li>\n<\/ul>\n<h3 id=\"key-metrics-to-track\" tabindex=\"-1\">Key Metrics to Track:<\/h3>\n<ul>\n<li><strong>User Activation<\/strong>: How quickly users see value.<\/li>\n<li><strong>Engagement<\/strong>: Feature adoption rates.<\/li>\n<li><strong>Retention<\/strong>: Net revenue retention.<\/li>\n<li><strong>Satisfaction<\/strong>: NPS scores.<\/li>\n<\/ul>\n<h3 id=\"how-to-build-feedback-loops\" tabindex=\"-1\">How to Build Feedback Loops:<\/h3>\n<ol>\n<li>Identify key user moments (e.g., post-onboarding, after support interactions).<\/li>\n<li>Use tools like in-app surveys, feature request forms, and bug reports.<\/li>\n<li>Automate feedback collection with platforms like <a style=\"display: inline;\" href=\"https:\/\/www.pendo.io\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Pendo<\/a> or <a style=\"display: inline;\" href=\"https:\/\/userpilot.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Userpilot<\/a>.<\/li>\n<li>Prioritize feedback using frameworks like RICE (Reach, Impact, Confidence, Effort).<\/li>\n<\/ol>\n<h3 id=\"actionable-tips\" tabindex=\"-1\">Actionable Tips:<\/h3>\n<ul>\n<li>Follow up with users after implementing changes.<\/li>\n<li>Combine data (metrics) with user stories for deeper insights.<\/li>\n<li>Avoid overwhelming users with too many surveys.<\/li>\n<\/ul>\n<p>By listening to users and acting on their feedback, companies like <a style=\"display: inline;\" href=\"https:\/\/zoom.us\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Zoom<\/a>, <a style=\"display: inline;\" href=\"https:\/\/www.canva.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Canva<\/a>, and <a style=\"display: inline;\" href=\"https:\/\/open.spotify.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Spotify<\/a> have driven growth and improved customer satisfaction. Start building your feedback system today to ensure your product evolves with your users&#8217; needs.<\/p>\n<h2 id=\"importance-of-customer-feedback-for-product-led-growth\" class=\"sb h2-sbb-cls\" tabindex=\"-1\">Importance Of Customer Feedback For Product-led Growth<\/h2>\n<p><iframe class=\"sb-iframe\" style=\"width: 100%; height: auto; aspect-ratio: 16\/9;\" src=\"https:\/\/www.youtube.com\/embed\/WMtLWaU62ig\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<h2 id=\"creating-your-feedback-loop-system\" class=\"sb h2-sbb-cls\" tabindex=\"-1\">Creating Your Feedback Loop System<\/h2>\n<p>Design a feedback system that drives product-led growth. Below, you&#8217;ll find essential touchpoints, methods, and tools to help you build an effective system.<\/p>\n<h3 id=\"identifying-key-user-touchpoints\" tabindex=\"-1\">Identifying Key User Touchpoints<\/h3>\n<p>To gather meaningful user insights, focus on these specific moments:<\/p>\n<table style=\"width: 100%;\">\n<thead>\n<tr>\n<th>Touchpoint<\/th>\n<th>Timing<\/th>\n<th>Purpose<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Post-onboarding<\/td>\n<td>Within 7 days of setup<\/td>\n<td>Evaluate the initial experience and pinpoint early challenges<\/td>\n<\/tr>\n<tr>\n<td>Pre-EBR<\/td>\n<td>Before a periodic review<\/td>\n<td>Assess overall satisfaction and identify areas needing improvement<\/td>\n<\/tr>\n<tr>\n<td>Post-interaction<\/td>\n<td>Right after support engagement<\/td>\n<td>Measure service quality and how well issues were resolved<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3 id=\"selecting-feedback-methods\" tabindex=\"-1\">Selecting Feedback Methods<\/h3>\n<p>Once you&#8217;ve pinpointed key touchpoints, choose feedback methods that fit each stage. For product-led companies, in-app feedback works particularly well. For instance, Zoom used direct user feedback to introduce popular features like virtual backgrounds and noise suppression, strengthening its market position.<\/p>\n<p>Consider these feedback methods:<\/p>\n<ul>\n<li><strong>In-app surveys<\/strong>: Add short questionnaires at critical usage points.<\/li>\n<li><strong>Feature request forms<\/strong>: Let users suggest improvements directly in the product.<\/li>\n<li><strong>Bug reporting tools<\/strong>: Offer a structured way for users to report issues.<\/li>\n<li><strong>Relationship NPS surveys<\/strong>: Measure overall satisfaction and loyalty.<\/li>\n<li><strong>Unsubscription feedback<\/strong>: Understand why users cancel.<\/li>\n<\/ul>\n<h3 id=\"automating-feedback-collection\" tabindex=\"-1\">Automating Feedback Collection<\/h3>\n<p>Automation helps you gather feedback at scale, and modern tools make it easy. Here are some platforms that excel in automating feedback:<\/p>\n<table style=\"width: 100%;\">\n<thead>\n<tr>\n<th>Tool<\/th>\n<th>Best For<\/th>\n<th>Key Features<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Userpilot<\/td>\n<td>User onboarding<\/td>\n<td>In-app guides, product analytics<\/td>\n<\/tr>\n<tr>\n<td>Pendo<\/td>\n<td>Usage tracking<\/td>\n<td>Usage tracking, user segmentation<\/td>\n<\/tr>\n<tr>\n<td><a style=\"display: inline;\" href=\"https:\/\/www.chameleon.io\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Chameleon<\/a><\/td>\n<td>Contextual feedback<\/td>\n<td>Targeted surveys, A\/B testing<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>AI-powered tools can further enhance your system by categorizing feedback, analyzing sentiment, automating responses, and speeding up prototyping.<\/p>\n<blockquote><p>&#8220;What we&#8217;re really working towards is creating a more holistic understanding of listeners by optimizing for long-term satisfaction rather than for short-term clicks, offering them a more fulfilling content diet.&#8221;<\/p><\/blockquote>\n<p>For expert advice on integrating automated feedback into your product-led growth strategy, check out resources like <a style=\"display: inline;\" href=\"https:\/\/data-mania.com\/\">Data-Mania<\/a> (https:\/\/<a style=\"display: inline;\" href=\"https:\/\/data-mania.com\/\">data-mania<\/a>.com).<\/p>\n<h2 id=\"making-sense-of-user-feedback\" class=\"sb h2-sbb-cls\" tabindex=\"-1\">Making Sense of User Feedback<\/h2>\n<p>Advanced tools and AI are transforming raw user feedback into actionable insights. Many PLG companies use this data to refine their products through careful analysis and structured processes.<\/p>\n<h3 id=\"analysis-tools-and-software\" tabindex=\"-1\">Analysis Tools and Software<\/h3>\n<p>Analyzing feedback effectively can reveal trends and improve your product. Many feedback platforms now use automation and AI to handle large amounts of data, helping companies spot patterns and make informed decisions.<\/p>\n<table style=\"width: 100%;\">\n<thead>\n<tr>\n<th>Tool Type<\/th>\n<th>Primary Use<\/th>\n<th>Key Benefits<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Customer Feedback Platforms<\/td>\n<td>Real-time feedback collection and analysis<\/td>\n<td>Integration with tools like Slack, Teams, Salesforce<\/td>\n<\/tr>\n<tr>\n<td>Journey Mapping Tools<\/td>\n<td>Tracking customer experiences<\/td>\n<td>Insights into emotional responses<\/td>\n<\/tr>\n<tr>\n<td><a style=\"display: inline;\" href=\"https:\/\/www.data-mania.com\/blog\/category\/applied-ai\/\">AI-Powered Analytics<\/a><\/td>\n<td>Pattern recognition and sentiment analysis<\/td>\n<td>Automatically generates insights<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Take <a style=\"display: inline;\" href=\"https:\/\/www.stockmann.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Stockmann<\/a>, for example. They used <a style=\"display: inline;\" href=\"https:\/\/www.feedbackly.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Feedbackly<\/a>&#8216;s EVI\u00ae methodology to pinpoint what drives conversions in their eCommerce store.<\/p>\n<blockquote><p>&#8220;Thanks to Feedbackly and the EVI\u00ae methodology, we have been able to identify what makes our eCommerce store visitors convert to customers. Web store pre-purchase EVI\u00ae score and website conversion rate go hand in hand&#8221;, says Sara Toivakainen, Chief Customer Experience Officer at Stockmann.<\/p><\/blockquote>\n<h3 id=\"ranking-feedback-importance\" tabindex=\"-1\">Ranking Feedback Importance<\/h3>\n<p>Not all feedback is created equal. To sort through it, many companies rely on scoring frameworks like RICE (Reach, Impact, Confidence, Effort) and ICE (Impact, Confidence, Ease). These models help teams prioritize feedback based on specific criteria.<\/p>\n<p>The RICE framework, for instance, evaluates feedback by:<\/p>\n<ul>\n<li><strong>Reach<\/strong>: How many users are affected within a set timeframe<\/li>\n<li><strong>Impact<\/strong>: The potential change it could bring to key metrics<\/li>\n<li><strong>Confidence<\/strong>: How certain you are about the estimates<\/li>\n<li><strong>Effort<\/strong>: The resources and time required to implement it<\/li>\n<\/ul>\n<p>According to ProductPlan, the RICE model provides a clear and consistent way to rank ideas. Once priorities are set, the next step is to engage users by closing the loop.<\/p>\n<h3 id=\"following-up-with-users\" tabindex=\"-1\">Following Up with Users<\/h3>\n<p>Following up on feedback is crucial for building trust and driving product improvements. A good rule of thumb is to respond within 1-2 business days, explaining how the feedback will influence your product. When acting on user suggestions, companies should:<\/p>\n<ul>\n<li>Send personalized updates about changes<\/li>\n<li>Clarify how the updates improve the user experience<\/li>\n<li>Thank users for their input<\/li>\n<li>Keep communication channels open for future feedback<\/li>\n<\/ul>\n<blockquote><p>&#8220;To increase survey responses, we&#8217;ve also outlined clearly how the responses will impact product development&#8221;, says Meagan Glenn, Senior Program Manager at Lavender.<\/p><\/blockquote>\n<p>For example, <a style=\"display: inline;\" href=\"https:\/\/www.banregio.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Banregio<\/a> implemented a feedback system with Feedbackly, allowing them to set new KPIs, measure every step of their Customer Journey Map, and improve service at the branch level.<\/p>\n<h6 id=\"sbb-itb-e8c8399\" tabindex=\"-1\">sbb-itb-e8c8399<\/h6>\n<h2 id=\"improving-your-feedback-system\" class=\"sb h2-sbb-cls\" tabindex=\"-1\">Improving Your Feedback System<\/h2>\n<p>A strong feedback system can refine your product strategy and drive growth. Here&#8217;s how to make yours more effective.<\/p>\n<h3 id=\"tracking-plg-performance\" tabindex=\"-1\">Tracking PLG Performance<\/h3>\n<p>Product-led growth (PLG) companies rely on specific metrics to see how feedback contributes to their success. Key indicators include user engagement, expansion revenue, customer success, and time to first value. For example, expansion revenue should ideally account for at least 30% of total revenue. <a style=\"display: inline;\" href=\"https:\/\/www.hotjar.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Hotjar<\/a>&#8216;s CEO Mohannad Ali emphasizes the importance of time to first value:<\/p>\n<blockquote><p>&#8220;Time to first value is very important for product-led growth, so we look at time to first value, as well as engagement and user retention within the first 14 days&#8221;.<\/p><\/blockquote>\n<p>These metrics reveal opportunities to grow customer accounts and improve retention.<\/p>\n<h3 id=\"growing-customer-accounts\" tabindex=\"-1\">Growing Customer Accounts<\/h3>\n<p>It\u2019s cheaper to grow existing accounts than to acquire new ones &#8211; about half the cost, in fact. Feedback plays a critical role in identifying ways to expand accounts and reduce churn. Here\u2019s how companies approach this:<\/p>\n<ul>\n<li><strong>Track usage patterns<\/strong> to find upgrade opportunities.<\/li>\n<li><strong>Tailor feedback requests<\/strong> based on user behavior.<\/li>\n<li><strong>Prioritize requested features<\/strong> that align with business goals.<\/li>\n<\/ul>\n<h3 id=\"feedback-in-plg-companies\" tabindex=\"-1\">Feedback in PLG Companies<\/h3>\n<p>Top PLG companies show how effective feedback systems can lead to meaningful improvements. For example, Canva\u2019s &#8220;Customer Happiness&#8221; team actively handles user feedback, which has supported the launch of features like collaborative design tools. Similarly, Spotify uses feedback to enhance user experiences. Oscar Stal, Spotify\u2019s Vice President of Personalization, explains:<\/p>\n<blockquote><p>&#8220;What we&#8217;re really working towards is creating a more holistic understanding of listeners by optimizing for long-term satisfaction rather than for short-term clicks, offering them a more fulfilling content diet&#8221;.<\/p><\/blockquote>\n<p>The results speak for themselves:<\/p>\n<ul>\n<li><strong>91% of users<\/strong> believe customer feedback should drive innovation.<\/li>\n<li>Companies risk losing <strong>59% of customers<\/strong> after bad experiences.<\/li>\n<li>Retaining just <strong>5% more customers<\/strong> can boost profits by 25\u201395%.<\/li>\n<\/ul>\n<p><a style=\"display: inline;\" href=\"https:\/\/www.hussle.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Hussle<\/a>, a UK-based gym pass platform, provides a great example. Their cancellation survey revealed that 26% of users leaving their service wanted direct gym memberships. This insight led to a new feature that successfully reduced churn.<\/p>\n<p>Zoom\u2019s founder Eric Yuan also underscores the importance of listening to customers:<\/p>\n<blockquote><p>&#8220;Solicit their feedback, talk with them, understand their pain points, and think about things that you can do differently to add more value to customers. Then you can drive up the growth&#8221;.<\/p><\/blockquote>\n<p>For PLG companies looking to refine their feedback systems, <strong>Data-Mania<\/strong> (https:\/\/data-mania.com) offers customized strategies to help you achieve your goals.<\/p>\n<h2 id=\"tips-and-common-mistakes\" class=\"sb h2-sbb-cls\" tabindex=\"-1\">Tips and Common Mistakes<\/h2>\n<p>Building on the feedback loop framework, these tips can sharpen your strategy and help you sidestep common errors.<\/p>\n<h3 id=\"getting-more-user-responses\" tabindex=\"-1\">Getting More User Responses<\/h3>\n<p>Timing and context matter when it comes to gathering meaningful feedback. Studies show that asking for feedback right after users complete a task leads to higher response rates and more accurate insights.<\/p>\n<p>To encourage participation:<\/p>\n<ul>\n<li><strong>Ask for feedback directly in the user&#8217;s active channel.<\/strong><\/li>\n<li><strong>Be transparent about the effort required<\/strong>, such as stating, &#8220;3 questions, 1 minute.&#8221;<\/li>\n<li><strong>Provide options<\/strong>: Let users choose between quick ratings or more detailed comments.<\/li>\n<\/ul>\n<blockquote><p>&#8220;To increase survey responses, we&#8217;ve also outlined clearly how the responses will impact product development&#8221;.<\/p><\/blockquote>\n<p>However, while getting responses is important, avoid overwhelming users with excessive requests.<\/p>\n<h3 id=\"preventing-user-burnout\" tabindex=\"-1\">Preventing User Burnout<\/h3>\n<p>Survey fatigue can hurt the quality of feedback. Overloading users with too many requests often results in lower response rates and less useful insights.<\/p>\n<p>To keep engagement high:<\/p>\n<ul>\n<li><strong>Use targeted microsurveys<\/strong>: These small, focused surveys can be triggered by specific user actions.<\/li>\n<li><strong>Space out feedback requests<\/strong>: Don\u2019t bombard users with multiple surveys in a short time frame.<\/li>\n<li><strong>Offer incentives<\/strong>: Discounts, exclusive access, or other perks can make users more likely to participate.<\/li>\n<\/ul>\n<blockquote><p>&#8220;We collect customer feedback at post-purchase, cancellations, and during calls with our Pet Health Experts. For example, when a customer cancels, we can understand if they are churning due to price or product-market fit. By doing this, we quickly learned our packaging needed to be easier for storage and feeding, allowing us to reprioritize this and improve retention&#8221;.<\/p><\/blockquote>\n<p>Balancing numbers with user stories adds even more depth to your feedback.<\/p>\n<h3 id=\"mixing-numbers-and-comments\" tabindex=\"-1\">Mixing Numbers and Comments<\/h3>\n<p>Combining quantitative data with user narratives gives a clearer picture of user behavior. According to Harvard Business Review, companies with strong feedback systems often see better outcomes in revenue, profits, and market share.<\/p>\n<p>Here\u2019s how to do it effectively:<\/p>\n<ul>\n<li><strong>Start with broad metrics, then dig deeper<\/strong> to uncover the reasons behind the numbers.<\/li>\n<li><strong>Validate your findings<\/strong>: Compare trends in numerical data with user comments and interviews.<\/li>\n<li><strong>Monitor long-term trends<\/strong>: Track how product changes impact user satisfaction over time.<\/li>\n<\/ul>\n<p>The stakes are high. Research from PwC reveals that &#8220;32% of customers stop doing business with a brand they love after a single bad experience&#8221;. This highlights the need for feedback systems that capture both numbers and personal experiences.<\/p>\n<p>For businesses aiming to refine their feedback loops, <strong>Data-Mania<\/strong> offers tailored consulting services to help you build strategies that fit your product and audience.<\/p>\n<p>These insights pave the way for finalizing an optimized feedback strategy.<\/p>\n<h2 id=\"conclusion\" class=\"sb h2-sbb-cls\" tabindex=\"-1\">Conclusion<\/h2>\n<h3 id=\"summary-points\" tabindex=\"-1\">Summary Points<\/h3>\n<p>Customer feedback loops are a powerful driver of product-led growth. Research highlights that <strong>91% of people believe customer feedback should guide innovation<\/strong>, yet companies lose a staggering <strong>$1.6 trillion annually due to customer churn<\/strong>.<\/p>\n<p>Here are some key findings based on the methods and metrics discussed earlier:<\/p>\n<ul>\n<li>A <strong>5% increase in customer retention<\/strong> can result in <strong>25-95% higher profits<\/strong>.<\/li>\n<li><strong>59% of customers disengage<\/strong> after negative experiences.<\/li>\n<li><strong>86% of customers remain loyal<\/strong> to businesses that provide effective onboarding.<\/li>\n<\/ul>\n<p>Real-world examples back this up. Companies like Zoom demonstrate how user feedback drives feature development, while other industry leaders set the bar for customer satisfaction.<\/p>\n<h3 id=\"action-steps\" tabindex=\"-1\">Action Steps<\/h3>\n<p>To put these insights into action, consider the following steps:<\/p>\n<ul>\n<li><strong>Collect Feedback Across Channels<\/strong><br \/>\nBuild teams dedicated to gathering user feedback from multiple touchpoints, inspired by strategies used by top-performing companies.<\/li>\n<li><strong>Track Key Metrics<\/strong><br \/>\nMonitor metrics like NPS, CSAT, and CES to understand customer satisfaction levels. As Kieran Flanagan, VP of Marketing and Growth at HubSpot, puts it:<\/p>\n<blockquote><p>&#8220;Your north star metric tells how much value people are getting from the product&#8221;.<\/p><\/blockquote>\n<\/li>\n<li><strong>Turn Insights into Action<\/strong><br \/>\nUse feedback to improve user experiences, following the lead of successful companies who prioritize customer input.<\/li>\n<\/ul>\n<p>If you&#8217;re looking to strengthen your feedback loops, <strong>Data-Mania<\/strong> (https:\/\/data-mania.com) offers consulting services to help refine and implement product-led growth strategies. They work with a range of industries, from AI startups to established SaaS companies, to create systems that support long-term growth.<\/p>\n<p>Take inspiration from Zoom founder Eric Yuan, who advises:<\/p>\n<blockquote><p>&#8220;Solicit their feedback, talk with them, understand their pain points, and think about things that you can do differently to add more value to customers. Then you can drive up the growth&#8221;.<\/p><\/blockquote>\n<h2>Related Blog Posts<\/h2>\n<ul>\n<li><a style=\"display: inline;\" href=\"\/blog\/product-led-growth-vs-sales-led-growth-which-fits-your-saas\/\">Product-Led Growth vs Sales-Led Growth: Which Fits Your SaaS?<\/a><\/li>\n<li><a style=\"display: inline;\" href=\"\/blog\/collaborative-lead-scoring-for-b2b-teams\/\">Collaborative Lead Scoring for B2B Teams<\/a><\/li>\n<li><a style=\"display: inline;\" href=\"\/blog\/plg-crm-systems-role-of-product-analytics\/\">PLG CRM Systems: Role of Product Analytics<\/a><\/li>\n<li><a style=\"display: inline;\" href=\"\/blog\/how-to-use-data-to-build-a-personalization-engine-for-your-saas\/\">How to Use Data to Build a Personalization Engine for Your SaaS<\/a><\/li>\n<\/ul>\n<p><script async type=\"text\/javascript\" src=\"https:\/\/app.seobotai.com\/banner\/banner.js?id=67bfcc757fd9019e2fa8a1d1\"><\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Customer feedback loops are crucial for product-led growth, driving improvements and enhancing user satisfaction through actionable insights.<\/p>\n","protected":false},"author":4,"featured_media":17264,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[839,582],"tags":[],"class_list":["post-17265","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-plg-retention","category-startups"],"_links":{"self":[{"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/posts\/17265","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/comments?post=17265"}],"version-history":[{"count":1,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/posts\/17265\/revisions"}],"predecessor-version":[{"id":19746,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/posts\/17265\/revisions\/19746"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/media\/17264"}],"wp:attachment":[{"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/media?parent=17265"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/categories?post=17265"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/tags?post=17265"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}