{"id":14702,"date":"2022-10-18T09:34:48","date_gmt":"2022-10-18T09:34:48","guid":{"rendered":"https:\/\/userpilot.com\/blog\/customer-analytics-insights\/"},"modified":"2026-03-19T07:57:48","modified_gmt":"2026-03-19T07:57:48","slug":"customer-analytics-insights-2","status":"publish","type":"post","link":"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/","title":{"rendered":"Customer Analytics Insights: Categories, Stages &#038; How to Use Them"},"content":{"rendered":"<p>How do you lean on your <a href=\"https:\/\/userpilot.com\/blog\/customer-analytics\/\">customer analytics<\/a> insights to spark faster <a href=\"https:\/\/userpilot.com\/product\/product-growth-insights\" target=\"_blank\" rel=\"noopener noreferrer\">product growth<\/a>?<\/p>\n<p>To make continuous improvements, you need to collect customer data, analyze it, and act on the customer insights you gain.<\/p>\n<p>In this article, we&#8217;ll cover:<\/p>\n<ul>\n<li>The importance of customer analytics.<\/li>\n<li>The different categories of customer analytics and their benefits.<\/li>\n<li>The three-step process for getting customer insight.<\/li>\n<li>Three strategies for using customer insight to improve satisfaction and growth.<\/li>\n<\/ul>\n<p>Let&#8217;s get started.<\/p>\n<p><iframe loading=\"lazy\" title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/x4N7wHiGX_c?si=ShRpzNfDvva3vyPN\" width=\"100%\" height=\"400px\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<h2 id=\"f326i\">TL;DR<\/h2>\n<ul>\n<li><a href=\"https:\/\/userpilot.com\/blog\/customer-journey-analytics\/\" target=\"_blank\" rel=\"noopener noreferrer\">Customer analytics<\/a> leverages data collection and customer insights analyses to make the decision-making process easier.<\/li>\n<li>Customer insights help you understand <a href=\"https:\/\/userpilot.com\/blog\/analyze-customer-behavior\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer behavior<\/a> and needs, predict future behavior, and better personalize the customer experience.<\/li>\n<li>There are four categories of customer data analytics: descriptive, diagnostic, predictive, and prescriptive.<\/li>\n<li>Descriptive analytics helps you discover what happened in the past using historical data. It gives you insight into the causes of customer trends, as well as helps you prepare for the future.<\/li>\n<li>Diagnostic customer analytics help you understand the &#8220;why&#8221; behind <a href=\"https:\/\/userpilot.com\/blog\/analyze-customer-behavior\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer behavior<\/a> by collecting <a href=\"https:\/\/userpilot.com\/blog\/user-feedback\/\" target=\"_blank\" rel=\"noopener noreferrer\">user feedback<\/a> and using hypothesis testing.<\/li>\n<li>Predictive analytics helps you predict customers\u2019 future performance and act on it.<\/li>\n<li>Prescriptive analytics unlocks recommendations on what to do to fix an issue or the path you should take to achieve a goal.<\/li>\n<li>There are four types of customer analytics: <a href=\"https:\/\/userpilot.com\/blog\/customer-engagement-analytics\/\">customer engagement analytics<\/a>, <a href=\"https:\/\/userpilot.com\/blog\/customer-experience-analytics\/\">customer experience analytics<\/a>, customer retention analytics, and <a href=\"https:\/\/userpilot.com\/blog\/customer-loyalty-analytics\/\">customer loyalty analytics<\/a>.<\/li>\n<li><a href=\"https:\/\/userpilot.com\/blog\/measure-customer-engagement\/\" target=\"_blank\" rel=\"noopener noreferrer\">Customer engagement<\/a> analytics gives you insight into how users engage with your product across the entire user journey, including areas of friction and high drop-off.<\/li>\n<li>Measure how well you are meeting <a href=\"https:\/\/userpilot.com\/blog\/customer-needs-assessment\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer needs<\/a> and expectations with customer experience insights.<\/li>\n<li>Understanding your customer retention analytics helps you <a href=\"https:\/\/userpilot.com\/blog\/churn-prevention-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">prevent churn<\/a> and identify your high-value customers.<\/li>\n<li><a href=\"https:\/\/userpilot.com\/blog\/customer-loyalty-analytics\/\" target=\"_blank\" rel=\"noopener noreferrer\">Customer loyalty analytics<\/a> lets you identify your most loyal customers, and it helps you recognize patterns among those customers. You can then implement those patterns among your other customer segments.<\/li>\n<li>Follow the three-step process to gain insights from customer analytics: collection, visualization, and analyses.<\/li>\n<li>Leverage the power of customer analytics with a code-free tool like <a href=\"https:\/\/userpilot.com\/\">Userpilot<\/a>. You can segment users, build contextual in-app experiences and provide a <a href=\"https:\/\/userpilot.com\/blog\/product-personalization-for-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">hyper-personalized experience<\/a> with Userpilot.<\/li>\n<\/ul>\n<div class=\"poptin-embedded\" data-id=\"0ae408bc3160d\"><\/div>\n<h2 id=\"bfsef\"><strong>What is customer analytics?<\/strong><\/h2>\n<p><a href=\"https:\/\/userpilot.com\/blog\/customer-journey-analytics\/\" target=\"_blank\" rel=\"noopener noreferrer\">Customer analytics<\/a> is data that gives you meaningful insights into customers&#8217; behavior, opinions, and feedback. In other words, customer analytics helps you understand your customers better.<\/p>\n<h2 id=\"bh5c3\"><strong>What are customer analytics insights?<\/strong><\/h2>\n<p>While customer analytics are the actual data points that you collect through <a href=\"https:\/\/userpilot.com\/blog\/behavioral-metrics-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">behavior tracking<\/a> or surveys, customer analytics <em>insights<\/em> are the takeaways you garner from analyzing the data.<\/p>\n<h2 id=\"5eejo\"><strong>Why customer analytics insights are important?<\/strong><\/h2>\n<p>Undoubtedly, getting customer insight through analysis helps you make more informed business decisions that lead to results faster. It helps you:<\/p>\n<ul>\n<li>Understand <a href=\"https:\/\/userpilot.com\/blog\/analyze-customer-behavior\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer behavior<\/a> and identify patterns<\/li>\n<li>Predict future customer behavior<\/li>\n<li>Segment your customers and <a href=\"https:\/\/userpilot.com\/blog\/improve-customer-experience-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">personalize their experience<\/a><\/li>\n<li>Identify friction throughout the customer journey<\/li>\n<\/ul>\n<h2 id=\"c16id\"><strong>What are the different categories of customer analytics<\/strong>?<\/h2>\n<p>Customer data analytics comes in a variety of categories, all with meaningful insights.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/categoris-of-customer-analytics-insights_4a55482348fa5f85048c079bae9379b6_800.png 1x, https:\/\/images.storychief.com\/account_6827\/categoris-of-customer-analytics-insights_4a55482348fa5f85048c079bae9379b6_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/categoris-of-customer-analytics-insights_4a55482348fa5f85048c079bae9379b6_800.png 1x, https:\/\/images.storychief.com\/account_6827\/categoris-of-customer-analytics-insights_4a55482348fa5f85048c079bae9379b6_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/categoris-of-customer-analytics-insights_4a55482348fa5f85048c079bae9379b6_800.png\" alt=\"categoris-of-customer-analytics-insights\" \/><\/picture><figcaption>Categories of customer analytics.<\/figcaption><\/figure>\n<h3 id=\"74sjk\"><strong>Descriptive analytics help find what happened<\/strong><\/h3>\n<p>Descriptive analytics involves analyzing historical data to paint a clear picture of a company&#8217;s journey.<\/p>\n<p>The insights help find trends, as well as, identify patterns within a <a href=\"https:\/\/userpilot.com\/blog\/product-user-segmentation\/\" target=\"_blank\" rel=\"noopener noreferrer\">specific consumer segment<\/a>.<\/p>\n<p>With historical data, SaaS companies can understand what worked and what didn\u2019t work for their customers. That way, they can make better decisions in the future.<\/p>\n<h3 id=\"1a0fa\"><strong>Diagnostic customer analytics help you understand the &#8220;why&#8221; behind customer behavior<\/strong><\/h3>\n<p>Diagnostic analytics uses data discovery and data mining to <a href=\"https:\/\/userpilot.com\/blog\/analyze-customer-behavior\/\" target=\"_blank\" rel=\"noopener noreferrer\">determine the causes of customer trends<\/a>. And SaaS companies can harness diagnostic customer analytics to make more informed business decisions and drive continued success.<\/p>\n<p>To complete diagnostic analysis, you first collect user feedback, then use hypothesis testing to guide and focus your analysis.<\/p>\n<h3 id=\"3m2ov\"><strong>Predictive customer analytics help you improve the future of your customer experience<\/strong><\/h3>\n<p><a href=\"https:\/\/userpilot.com\/blog\/predictive-customer-analytics\/\">Predictive customer analytics<\/a> helps you analyze the probability of future outcomes using data, regression methods, Artificial Intelligence (AI), and Machine Learning (ML) techniques.<\/p>\n<p>Moreover, it helps companies improve <a href=\"https:\/\/userpilot.com\/blog\/customer-retention-examples\/\" target=\"_blank\" rel=\"noopener noreferrer\">retention rates<\/a> by proactively anticipating <a href=\"https:\/\/userpilot.com\/blog\/customer-needs-assessment\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer needs<\/a>. You can make future product improvements based on the collected customer insight.<\/p>\n<p>Predictive analytics works best when you&#8217;re analyzing patterns within specific user segments. That way, you get the most accurate picture of customer needs, instead of lumping all of your customers together into a data pool.<\/p>\n<p>Segmentation allows you to recommend new features, offer an upgrade, or send an email to the right users at the right time.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/user-segmentation-userpilot-customer-analytics-insights_81dde3994a35a48b48a41b58375a53cb_800.png 1x, https:\/\/images.storychief.com\/account_6827\/user-segmentation-userpilot-customer-analytics-insights_81dde3994a35a48b48a41b58375a53cb_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/user-segmentation-userpilot-customer-analytics-insights_81dde3994a35a48b48a41b58375a53cb_800.png 1x, https:\/\/images.storychief.com\/account_6827\/user-segmentation-userpilot-customer-analytics-insights_81dde3994a35a48b48a41b58375a53cb_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/user-segmentation-userpilot-customer-analytics-insights_81dde3994a35a48b48a41b58375a53cb_800.png\" alt=\"user segmentation in userpilot\" \/><\/picture><figcaption>Advanced user segmentation in <a href=\"https:\/\/userpilot.com\/userpilot-demo\" target=\"_blank\" rel=\"noopener noreferrer\">Userpilot<\/a>.<\/figcaption><\/figure>\n<h3 id=\"cl34n\"><strong>Prescriptive analytics unlock recommendations<\/strong><\/h3>\n<p>Prescriptive analytics uses <a href=\"https:\/\/userpilot.com\/blog\/data-product-management\/\" target=\"_blank\" rel=\"noopener noreferrer\">data analysis<\/a> to unlock recommendations about what you should do in a specific situation, whether it&#8217;s resolving an issue or working toward achieving a goal.<\/p>\n<p>The process of collecting data includes techniques like graph analysis, recommendation engines, simulation, and more.<\/p>\n<h2 id=\"mno1\"><strong>What are the different types of customer analytics?<\/strong><\/h2>\n<p>There are four main types of customer analytics that give actionable insights across customer journeys:<\/p>\n<h3 id=\"61vsf\"><strong>Customer engagement analytics and insights<\/strong><\/h3>\n<p>Want to know how your customers are currently <a href=\"https:\/\/userpilot.com\/blog\/engagement-data\/\" target=\"_blank\" rel=\"noopener noreferrer\">engaging with your product<\/a>?<\/p>\n<p><a href=\"https:\/\/userpilot.com\/blog\/engagement-data\/\" target=\"_blank\" rel=\"noopener noreferrer\">Customer engagement analytics<\/a> gives you in-depth insights into how users engage with the product across the customer journey.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/User-Journey-by-milestones-customer-analytics-insights_b5b278eed75daa86695f3db7d06858db_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/User-Journey-by-milestones-customer-analytics-insights_b5b278eed75daa86695f3db7d06858db_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/User-Journey-by-milestones-customer-analytics-insights_b5b278eed75daa86695f3db7d06858db_800.png\" alt=\"diagram of the user journey\" \/><\/picture><figcaption>Diagram of the user journey.<\/figcaption><\/figure>\n<p>To collect <a href=\"https:\/\/userpilot.com\/blog\/customer-journey-analytics\/\">customer journey analytics<\/a>, set up milestones in the journey, and track their completion rate. You can easily track the completion of milestones (goals) with Userpilot.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/goal-tracking-userpilot-dashboard-customer-analytics-insights_e8cf8fd48c3f100075ca77dc523db52d_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/goal-tracking-userpilot-dashboard-customer-analytics-insights_e8cf8fd48c3f100075ca77dc523db52d_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/goal-tracking-userpilot-dashboard-customer-analytics-insights_e8cf8fd48c3f100075ca77dc523db52d_800.png\" alt=\"goal tracking in userpilot\" \/><\/picture><figcaption>Goal tracking in <a href=\"https:\/\/userpilot.com\/userpilot-demo\" target=\"_blank\" rel=\"noopener noreferrer\">Userpilot<\/a>.<\/figcaption><\/figure>\n<p>Then, act on the insights by finding areas that need improvements, so you can increase overall <a href=\"https:\/\/userpilot.com\/blog\/product-adoption-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">product adoption<\/a>.<\/p>\n<h3 id=\"3d4d1\"><strong>Customer experience analytics and insights<\/strong><\/h3>\n<p>Better understand your customer&#8217;s needs, viewpoints, and experiences with your products and services by tracking <a href=\"https:\/\/userpilot.com\/blog\/customer-experience-analytics\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer experience analytics<\/a>.<\/p>\n<p>The best way to collect customer experience data is by analyzing your <a href=\"https:\/\/userpilot.com\/blog\/user-feedback-survey-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">feedback surveys<\/a> that have open-ended questions.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/feature_surveys_slack-in-app-messages-customer-analytics-insights_8094b821fa696febfa9f1aed57055f1a_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/feature_surveys_slack-in-app-messages-customer-analytics-insights_8094b821fa696febfa9f1aed57055f1a_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/feature_surveys_slack-in-app-messages-customer-analytics-insights_8094b821fa696febfa9f1aed57055f1a_800.png\" alt=\"open-ended question in a slack survey\" \/><\/picture><figcaption>Example of a survey with an open-ended question.<\/figcaption><\/figure>\n<p>You&#8217;ll see what causes friction, so you can take action on improving those areas and the overall <a href=\"https:\/\/userpilot.com\/blog\/improve-customer-experience-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer experience<\/a>.<\/p>\n<h3 id=\"dab5h\"><strong>Customer retention analytics and insights<\/strong><\/h3>\n<p>Customer churn can have a devastating effect on your business. Identify which user segments churn the most or the fastest with the help of <a href=\"https:\/\/userpilot.com\/blog\/customer-retention-examples\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer retention<\/a> analytics and take the necessary actions to fix it.<\/p>\n<p>First, segment your users by running a <a href=\"https:\/\/userpilot.com\/blog\/microsurveys-saas-product\/\" target=\"_blank\" rel=\"noopener noreferrer\">microsurvey <\/a>on the welcome screen during onboarding.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/welcome_screen_microsurvey-customer-analytics-insights_965393c6feba63d26532d47a0c9cbf19_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/welcome_screen_microsurvey-customer-analytics-insights_965393c6feba63d26532d47a0c9cbf19_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/welcome_screen_microsurvey-customer-analytics-insights_965393c6feba63d26532d47a0c9cbf19_800.png\" alt=\"micro-survey in the welcome screen\" \/><\/picture><figcaption>Example of a microsurvey in the welcome screen.<\/figcaption><\/figure>\n<p>Then, track churn rates across your segments. It will help you point out areas where you can <a href=\"https:\/\/userpilot.com\/blog\/churn-prevention-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">prevent churn<\/a>. Also, it will reveal your most valuable segments based on <a href=\"https:\/\/userpilot.com\/blog\/churn-management-basics\/\" target=\"_blank\" rel=\"noopener noreferrer\">who churns the least<\/a>.<\/p>\n<p>You can also segment your <a href=\"https:\/\/userpilot.com\/blog\/nps-detractors-guide\/\" target=\"_blank\" rel=\"noopener noreferrer\">detractors<\/a> to proactively reach them and improve their relationship with your product.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/user-segments-customer-analytics-insights_96cde159c445ac2d337c9f14a6275cff_800.png 1x, https:\/\/images.storychief.com\/account_6827\/user-segments-customer-analytics-insights_96cde159c445ac2d337c9f14a6275cff_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/user-segments-customer-analytics-insights_96cde159c445ac2d337c9f14a6275cff_800.png 1x, https:\/\/images.storychief.com\/account_6827\/user-segments-customer-analytics-insights_96cde159c445ac2d337c9f14a6275cff_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/user-segments-customer-analytics-insights_96cde159c445ac2d337c9f14a6275cff_800.png\" alt=\"segment of detractors in userpilot\" \/><\/picture><figcaption>Creating a segment of detractors in <a href=\"https:\/\/userpilot.com\/userpilot-demo\" target=\"_blank\" rel=\"noopener noreferrer\">Userpilot<\/a>.<\/figcaption><\/figure>\n<h3 id=\"8bmf4\"><strong>Customer loyalty analytics and insights<\/strong><\/h3>\n<p>Turning more first-time customers into <a href=\"https:\/\/userpilot.com\/blog\/customer-loyalty\/\" target=\"_blank\" rel=\"noopener noreferrer\">loyal customers<\/a> will boost customer lifetime value, lower costs, and help bring in new customers through <a href=\"https:\/\/userpilot.com\/blog\/word-of-mouth-wom\/\" target=\"_blank\" rel=\"noopener noreferrer\">word-of-mouth marketing<\/a>.<\/p>\n<p>The first step to growing your loyal customer base is to analyze customer loyalty. This involves using <a href=\"https:\/\/userpilot.com\/blog\/customer-loyalty-analytics\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer loyalty analytics<\/a> to not only pinpoint who is a loyal customer but also recognize patterns among your loyal customers. That way, you can optimize for those patterns across your entire user base.<\/p>\n<p>You can gather this data from various channels, such as running <a href=\"https:\/\/userpilot.com\/blog\/nps-analysis-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">NPS surveys<\/a>.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/create-nps-surveys-with-userpilot-customer-analytics-insights_4569271ed3210182db00bd2712fe7c24_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/create-nps-surveys-with-userpilot-customer-analytics-insights_4569271ed3210182db00bd2712fe7c24_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/create-nps-surveys-with-userpilot-customer-analytics-insights_4569271ed3210182db00bd2712fe7c24_800.png\" alt=\"creating an nps survey in userpilot\" \/><\/picture><figcaption>Creating an NPS survey in Userpilot.<\/figcaption><\/figure>\n<p>When you identify loyal customers, implement a customer loyalty program and reward repeat customers to keep them satisfied.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/userpilot-customer-loyalty-reward-modal-customer-analytics-insights_b0f95010a2309a6739616c4cc6ccdb67_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/userpilot-customer-loyalty-reward-modal-customer-analytics-insights_b0f95010a2309a6739616c4cc6ccdb67_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/userpilot-customer-loyalty-reward-modal-customer-analytics-insights_b0f95010a2309a6739616c4cc6ccdb67_800.png\" alt=\"rewarding loyal customers modal\" \/><\/picture><figcaption>Example of rewarding loyal customers. Offer rewards with in-app celebration modals.<\/figcaption><\/figure>\n<h2 id=\"7erbd\"><strong>How to collect and understand customer data across the customer journey<\/strong><\/h2>\n<p>Now that you know the different types and categories of customer analytics, it&#8217;s time to get to work to collect accurate data. Here&#8217;s the three-step process:<\/p>\n<h3 id=\"6egij\"><strong>Stage 1 &#8211; Customer data collection<\/strong><\/h3>\n<p>Customer data collection is an ongoing process that should happen across all stages of the <a href=\"https:\/\/userpilot.com\/blog\/customer-journey-analytics\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer journey<\/a>.<\/p>\n<p>There are lots of different ways you can get <a href=\"https:\/\/userpilot.com\/blog\/customer-insight\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer insights<\/a>, including:<\/p>\n<ul>\n<li>Long-form <a href=\"https:\/\/userpilot.com\/blog\/user-experience-survey-questions\/\" target=\"_blank\" rel=\"noopener noreferrer\">surveys<\/a><\/li>\n<li>In-app <a href=\"https:\/\/userpilot.com\/blog\/microsurvey-templates-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">microsurveys<\/a><\/li>\n<li>User interviews<\/li>\n<li>Heat maps<\/li>\n<li><a href=\"https:\/\/userpilot.com\/blog\/ui-modal-examples\/\" target=\"_blank\" rel=\"noopener noreferrer\">Welcome screen<\/a> surveys<\/li>\n<\/ul>\n<p>For example, Miro uses a welcome screen survey to collect actionable data from its users.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/miro-user-survey-customer-analytics-insights_2cd70550cb6887373cb6844f0f21d142_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/miro-user-survey-customer-analytics-insights_2cd70550cb6887373cb6844f0f21d142_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/miro-user-survey-customer-analytics-insights_2cd70550cb6887373cb6844f0f21d142_800.png\" alt=\"user survey miro\" \/><\/picture><figcaption>Example of collecting data with a user survey.<\/figcaption><\/figure>\n<h3 id=\"aqa3e\"><strong>Stage 2 &#8211; Customer data visualization<\/strong><\/h3>\n<p>Data visualization is important because it makes a mountain of data easy to digest and understand. When you can visualize your data through maps, graphs, or other visuals, it makes it easy to spot patterns, make connections or build a story.<\/p>\n<p>To organize raw data into a visual format, use <a href=\"https:\/\/userpilot.com\/blog\/user-analytics-tools\/\" target=\"_blank\" rel=\"noopener noreferrer\">analytics tools<\/a>.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/customer-analytics-insights-userpilot-usage_d04a2bff3a6755100ed95f2032175a20_800.png 1x, https:\/\/images.storychief.com\/account_6827\/customer-analytics-insights-userpilot-usage_d04a2bff3a6755100ed95f2032175a20_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/customer-analytics-insights-userpilot-usage_d04a2bff3a6755100ed95f2032175a20_800.png 1x, https:\/\/images.storychief.com\/account_6827\/customer-analytics-insights-userpilot-usage_d04a2bff3a6755100ed95f2032175a20_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/customer-analytics-insights-userpilot-usage_d04a2bff3a6755100ed95f2032175a20_800.png\" alt=\"userpilot analytics tool\" \/><\/picture><figcaption>How to visualize data in Userpilot.<\/figcaption><\/figure>\n<p>For example, you can visualize the data collected from <a href=\"https:\/\/userpilot.com\/blog\/nps-survey-best-practices-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">NPS responses<\/a> in Userpilot with a color-coded tagging system that helps you identify promoters or detractors easily.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/NPS-analytics-customer-analytics-insights_34296ad2b5d5a9089b9b9b8d6c560528_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/NPS-analytics-customer-analytics-insights_34296ad2b5d5a9089b9b9b8d6c560528_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/NPS-analytics-customer-analytics-insights_34296ad2b5d5a9089b9b9b8d6c560528_800.png\" alt=\"tagging nps responses userpilot\" \/><\/picture><figcaption>Tagging NPS responses in <a href=\"https:\/\/userpilot.com\/userpilot-demo\" target=\"_blank\" rel=\"noopener noreferrer\">Userpilot<\/a>.<\/figcaption><\/figure>\n<h3 id=\"3k8ht\"><strong>Stage 3 &#8211; Data analysis to uncover customer insights<\/strong><\/h3>\n<p>Data analysis delivers deep customer insights that will help you optimize your customer relationships and exceed your retention goals.<\/p>\n<p>Once you&#8217;ve transformed your data into a readable format, it&#8217;s time to choose the technique you&#8217;re going to <a href=\"https:\/\/userpilot.com\/blog\/customer-feedback-analysis-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">analyze your data<\/a>.<\/p>\n<p>For example, you could choose to do a <a href=\"https:\/\/userpilot.com\/blog\/cohort-analysis-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">cohort analysis<\/a> to find patterns in user segments and exceed your retention goals.<\/p>\n<figure class=\"video strchf-type-video regular strchf-size-regular strchf-align-center\">\n<div class=\"embed-container\">\n<div style=\"max-width: 100%; position: relative; padding-top: 56.5%;\"><iframe loading=\"lazy\" style=\"position: absolute; top: 0px; left: 0px; width: 100%; height: 100%;\" title=\"How A Cohort Table Can Plug Your Leaky Bucket\" src=\"https:\/\/www.youtube.com\/embed\/7jlb9lWjeNg?feature=oembed\" width=\"200\" height=\"113\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/div>\n<\/div><figcaption>How to exceed retention goals with cohort analysis.<\/figcaption><\/figure>\n<h2 id=\"a03pl\"><strong>How to act on customer analytics insights you collect<\/strong><\/h2>\n<p>Now that you&#8217;ve collected and analyzed your data, it&#8217;s time to act on those insights to increase sales, <a href=\"https:\/\/userpilot.com\/blog\/user-engagement-analytics-improve-retention-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">improve retention<\/a> and earn more revenue. Let\u2019s learn how to effectively act on the collected insights.<\/p>\n<h3 id=\"8no3q\"><strong>Engage with the customer at the right moment of their customer journey<\/strong><\/h3>\n<p>Identify each stage of the user journey to deliver the appropriate content at the right moment and <a href=\"https:\/\/userpilot.com\/blog\/customer-insight\/\" target=\"_blank\" rel=\"noopener noreferrer\">optimize the user experience.<\/a><\/p>\n<p>Use Userpilot\u2019s feature tagging to track all the different interactions a user can have with your interface.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/tag-feature-userpilot-customer-analytics-insights_85975c9d7444537bdee8b5355419dce3.gif 1x, https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/tag-feature-userpilot-customer-analytics-insights_85975c9d7444537bdee8b5355419dce3.gif 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/tag-feature-userpilot-customer-analytics-insights_85975c9d7444537bdee8b5355419dce3.gif 1x, https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/tag-feature-userpilot-customer-analytics-insights_85975c9d7444537bdee8b5355419dce3.gif 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/tag-feature-userpilot-customer-analytics-insights_85975c9d7444537bdee8b5355419dce3.gif\" alt=\"userpilot feature tagging\" \/><\/picture><figcaption><a href=\"https:\/\/userpilot.com\/userpilot-demo\" target=\"_blank\" rel=\"noopener noreferrer\">Userpilot<\/a>\u2019s feature tagging.<\/figcaption><\/figure>\n<p>This way you can identify which features are not being used, and use a tooltip to guide users into getting more value.<\/p>\n<p>Another example of engaging with customers at the right time can be identifying good moments for <a href=\"https:\/\/userpilot.com\/blog\/upsell-opportunities-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">upselling<\/a> and then triggering an <a href=\"https:\/\/userpilot.com\/blog\/best-in-app-messaging-examples\/\" target=\"_blank\" rel=\"noopener noreferrer\">in-app message<\/a> encouraging your users to upgrade.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/dropbox-upselling-example-customer-analytics-insights_bb0ebf245b5bfa7ef68a67862d023611_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/dropbox-upselling-example-customer-analytics-insights_bb0ebf245b5bfa7ef68a67862d023611_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/dropbox-upselling-example-customer-analytics-insights_bb0ebf245b5bfa7ef68a67862d023611_800.png\" alt=\"dropbox upsell modal\" \/><\/picture><figcaption>Example of Dropbox upselling at the right moment.<\/figcaption><\/figure>\n<h3 id=\"12nco\"><strong>Predict churn and extend customer lifetime value by improving retention<\/strong><\/h3>\n<p><a href=\"https:\/\/userpilot.com\/blog\/customer-analytics-insights\/\">Customer analytics insights<\/a> help you <a href=\"https:\/\/userpilot.com\/blog\/churn-management-basics\/\" target=\"_blank\" rel=\"noopener noreferrer\">predict churn<\/a> before a user decides to cancel.<\/p>\n<p>To track <a href=\"https:\/\/userpilot.com\/blog\/churn-risk\/\">churn risk<\/a>, use <a href=\"https:\/\/userpilot.com\/blog\/nps-survey-best-practices-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">NPS surveys <\/a>to find out who your <a href=\"https:\/\/userpilot.com\/blog\/nps-detractors-guide\/\" target=\"_blank\" rel=\"noopener noreferrer\">detractors<\/a> are.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/NPS-userpilot-dashboard-app-feedback-customer-analytics-insights_71b42469df5b07257d4b1dbdfec3e635_800.png 1x, https:\/\/images.storychief.com\/account_6827\/NPS-userpilot-dashboard-app-feedback-customer-analytics-insights_71b42469df5b07257d4b1dbdfec3e635_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/NPS-userpilot-dashboard-app-feedback-customer-analytics-insights_71b42469df5b07257d4b1dbdfec3e635_800.png 1x, https:\/\/images.storychief.com\/account_6827\/NPS-userpilot-dashboard-app-feedback-customer-analytics-insights_71b42469df5b07257d4b1dbdfec3e635_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/NPS-userpilot-dashboard-app-feedback-customer-analytics-insights_71b42469df5b07257d4b1dbdfec3e635_800.png\" alt=\"nps survey results userpilot\" \/><\/picture><figcaption>NPS survey results in Userpilot.<\/figcaption><\/figure>\n<p>Then, create user segments based on NPS responses, so you can trigger personalized <a href=\"https:\/\/userpilot.com\/blog\/in-app-messages\/\" target=\"_blank\" rel=\"noopener noreferrer\">messages<\/a> that only go out to those who scored low on the NPS.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/userpilot-segmentation-detractors-NPS-customer-analytics-insights_92fb8a6980ee737d1726dd6000e2262c_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-segmentation-detractors-NPS-customer-analytics-insights_92fb8a6980ee737d1726dd6000e2262c_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/userpilot-segmentation-detractors-NPS-customer-analytics-insights_92fb8a6980ee737d1726dd6000e2262c_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-segmentation-detractors-NPS-customer-analytics-insights_92fb8a6980ee737d1726dd6000e2262c_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/userpilot-segmentation-detractors-NPS-customer-analytics-insights_92fb8a6980ee737d1726dd6000e2262c_800.png\" alt=\"sending personalized message to detractors\" \/><\/picture><figcaption>How to segment detractors.<\/figcaption><\/figure>\n<p><a href=\"https:\/\/userpilot.com\/blog\/proactive-engagement\/\" target=\"_blank\" rel=\"noopener noreferrer\">Proactively engage<\/a> with those detractors to turn their experience around from negative to positive. If you can offer 1-on-1 help that gets them back on track, you&#8217;ll extend their customer lifetime value by avoiding churn.<\/p>\n<h3 id=\"4e92d\"><strong>Use data collected in the surveys to personalize in-app messaging<\/strong><\/h3>\n<p><a href=\"https:\/\/userpilot.com\/blog\/product-personalization-for-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">Personalization<\/a> has become the driving success factor of SaaS companies. Consumers now expect a hyper-personalized experience that&#8217;s built to help them achieve their specific goals.<\/p>\n<p>Survey responses help you create personalized user flows and <a href=\"https:\/\/userpilot.com\/blog\/in-app-messages\/\" target=\"_blank\" rel=\"noopener noreferrer\">in-app messaging<\/a>.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/user-segmentation-userpilot-customer-analytics-insights_73cf93408c324b441f1b20850dfb2478_800.png 1x, https:\/\/images.storychief.com\/account_6827\/user-segmentation-userpilot-customer-analytics-insights_73cf93408c324b441f1b20850dfb2478_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/user-segmentation-userpilot-customer-analytics-insights_73cf93408c324b441f1b20850dfb2478_800.png 1x, https:\/\/images.storychief.com\/account_6827\/user-segmentation-userpilot-customer-analytics-insights_73cf93408c324b441f1b20850dfb2478_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/user-segmentation-userpilot-customer-analytics-insights_73cf93408c324b441f1b20850dfb2478_800.png\" alt=\"create personalized flows in userpilot\" \/><\/picture><figcaption>Create personalized flows based on survey responses in <a href=\"https:\/\/userpilot.com\/userpilot-demo\" target=\"_blank\" rel=\"noopener noreferrer\">Userpilot<\/a>.<\/figcaption><\/figure>\n<p>Personalized messages ensure you&#8217;re talking to the right user with a message that&#8217;s relevant to them and their stage in the journey.<\/p>\n<p>Here&#8217;s how Trello uses a<a href=\"https:\/\/www.youtube.com\/watch?v=P3uiKTndFRQ\" target=\"_blank\" rel=\"nofollow noopener\"> secondary onboarding<\/a> checklist to drive users to discover more value after upgrading to a Premium account.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/secondary-onboarding-checklist-in-app-messages-trello-customer-analytics-insights_054623d14cb4e348e4e71a9d3b46c513_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/secondary-onboarding-checklist-in-app-messages-trello-customer-analytics-insights_054623d14cb4e348e4e71a9d3b46c513_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/secondary-onboarding-checklist-in-app-messages-trello-customer-analytics-insights_054623d14cb4e348e4e71a9d3b46c513_800.png\" alt=\"trello secondary onboarding\" \/><\/picture><figcaption>Trello\u2019s secondary onboarding.<\/figcaption><\/figure>\n<h2 id=\"1pnb4\"><strong>Leverage the power of customer analytics with Userpilot<\/strong><\/h2>\n<p>Userpilot is a product growth platform that helps you deliver in-app experiences, code-free.<\/p>\n<p>It&#8217;s focused on using the power of <a href=\"https:\/\/userpilot.com\/blog\/product-user-segmentation\/\" target=\"_blank\" rel=\"noopener noreferrer\">user segmentation<\/a>, <a href=\"https:\/\/userpilot.com\/blog\/product-personalization-for-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">personalization<\/a>, and effective onboarding to <a href=\"https:\/\/userpilot.com\/blog\/drive-product-adoption\/\" target=\"_blank\" rel=\"noopener noreferrer\">improve product adoption<\/a> and boost retention.<\/p>\n<p><span class=\"ng-star-inserted\">You can <a href=\"https:\/\/userpilot.com\/blog\/userpilot-for-mobile-onboarding\/\" target=\"_blank\" rel=\"noopener\">onboard and engage mobile app users<\/a> by creating personalized messaging, push notifications, and surveyst.<\/span><\/p>\n<p>Userpilot leverages your customer analytics insights, such as product usage or in-app behavior, so you can create better relationships with customers.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/event-trend-overview-userpilot-analytics-customer-analytics-insights_7bbd6785caedf6fb4c731cf1d4511a90_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/event-trend-overview-userpilot-analytics-customer-analytics-insights_7bbd6785caedf6fb4c731cf1d4511a90_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/event-trend-overview-userpilot-analytics-customer-analytics-insights_7bbd6785caedf6fb4c731cf1d4511a90_800.png\" alt=\"track product usage and in-app behavior userpilot\" \/><\/picture><figcaption>Track product usage and in-app behavior with <a href=\"https:\/\/userpilot.com\/userpilot-demo\" target=\"_blank\" rel=\"noopener noreferrer\">Userpilot<\/a>.<\/figcaption><\/figure>\n<p>You can build micro user segments with Userpilot, then <a href=\"https:\/\/userpilot.com\/blog\/type-of-automation-flows-for-customer-retention\/\" target=\"_blank\" rel=\"noopener noreferrer\">build automated flows<\/a> that deliver personalized in-app experiences.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/userpilot-chrome-extension-builder_622be82232d2a93ef68cc5e51c4c47f9_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-chrome-extension-builder_622be82232d2a93ef68cc5e51c4c47f9_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/userpilot-chrome-extension-builder_622be82232d2a93ef68cc5e51c4c47f9_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-chrome-extension-builder_622be82232d2a93ef68cc5e51c4c47f9_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/11\/userpilot-chrome-extension-builder_622be82232d2a93ef68cc5e51c4c47f9_800.png\" alt=\"userpilot flow builder\" \/><\/picture><figcaption>Userpilot\u2019s Flow Builder.<\/figcaption><\/figure>\n<p><span class=\"s1\"><span class=\"s2\">Userpilot\u00a0<\/span><\/span>lets you customize <a href=\"https:\/\/userpilot.com\/blog\/mobile-surveys\/\" target=\"_blank\" rel=\"noopener\">in-app mobile surveys<\/a> with any type of question and trigger.<\/p>\n<p>And last but not least &#8211; you can now use <strong>feature tags<\/strong> as well as <strong>conditional logic<\/strong> &#8211; to trigger in-app experiences!<\/p>\n<p>That way, if your user performs any of the events you&#8217;ve passed &#8211; e.g. buys a blue T-shirt, a red T-shirt, or a green T-shirt &#8211; you can show them the same experience in real time!<\/p>\n<h2 id=\"ae8s0\">Conclusion<\/h2>\n<p>By collecting data and analyzing it to find meaningful consumer insights, you&#8217;ll be well on your way to making informed business decisions that drive growth.<\/p>\n<p>Want to start collecting customer analytics? <a href=\"https:\/\/userpilot.com\/userpilot-demo\" target=\"_blank\" rel=\"noopener noreferrer\">Get a Userpilot Demo <\/a>and see how you can track user behavior, run surveys and create personalized product experiences.<\/p>\n<div class=\"poptin-embedded\" data-id=\"0ae408bc3160d\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>How do you use customer analytics insights to boost product growth? Collect, analyze, act &#8211; the principle behind successful products. Let&#8217;s explore more.<\/p>\n","protected":false},"author":51,"featured_media":14704,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[6195],"tags":[330,332,1035,86,1009,907,52,897,263,916,429,236,725],"class_list":["post-14702","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-career","tag-customer-analytics","tag-customer-engagement","tag-customer-loyalty","tag-customer-satisfaction","tag-drive-product-growth","tag-increase-customer-satisfaction","tag-product-experience","tag-product-growth-insights","tag-reduce-churn","tag-saas-product-growth","tag-user-behavior","tag-user-feedback","tag-user-feedback-saas"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Customer Analytics Insights: Categories, Stages &amp; How to Use Them<\/title>\n<meta name=\"description\" content=\"How do you use customer analytics insights to boost product growth? Collect, analyze, act - the principle behind successful products.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Customer Analytics Insights: Categories, Stages &amp; How to Use Them\" \/>\n<meta property=\"og:description\" content=\"How do you use customer analytics insights to boost product growth? Collect, analyze, act - the principle behind successful products.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Thoughts about Product Adoption, User Onboarding and Good UX | Userpilot Blog\" \/>\n<meta property=\"article:published_time\" content=\"2022-10-18T09:34:48+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-19T07:57:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2022\/10\/Customer-Analytics-Insights-Categories-Stages--How-to-Use-Them_4793da2d04119913eb00994d2294667e_2000.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1876\" \/>\n\t<meta property=\"og:image:height\" content=\"1228\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Sophie Grigoryan\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sophie Grigoryan\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"14 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/\"},\"author\":{\"name\":\"Sophie Grigoryan\",\"@id\":\"https:\/\/userpilot.com\/blog\/#\/schema\/person\/de37c23746f7aa52492f6c97b1f222cf\"},\"headline\":\"Customer Analytics Insights: Categories, Stages &#038; How to Use Them\",\"datePublished\":\"2022-10-18T09:34:48+00:00\",\"dateModified\":\"2026-03-19T07:57:48+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/\"},\"wordCount\":2112,\"commentCount\":0,\"image\":{\"@id\":\"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2022\/10\/Customer-Analytics-Insights-Categories-Stages--How-to-Use-Them_4793da2d04119913eb00994d2294667e_2000.png\",\"keywords\":[\"customer analytics\",\"customer engagement\",\"customer loyalty\",\"Customer Satisfaction\",\"drive product growth\",\"increase customer satisfaction\",\"product experience\",\"product growth insights\",\"reduce churn\",\"saas product growth\",\"user behavior\",\"user feedback\",\"user feedback saas\"],\"articleSection\":[\"Career\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/\",\"url\":\"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/\",\"name\":\"Customer Analytics Insights: Categories, Stages & How to Use Them\",\"isPartOf\":{\"@id\":\"https:\/\/userpilot.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2022\/10\/Customer-Analytics-Insights-Categories-Stages--How-to-Use-Them_4793da2d04119913eb00994d2294667e_2000.png\",\"datePublished\":\"2022-10-18T09:34:48+00:00\",\"dateModified\":\"2026-03-19T07:57:48+00:00\",\"author\":{\"@id\":\"https:\/\/userpilot.com\/blog\/#\/schema\/person\/de37c23746f7aa52492f6c97b1f222cf\"},\"description\":\"How do you use customer analytics insights to boost product growth? Collect, analyze, act - the principle behind successful products.\",\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/#primaryimage\",\"url\":\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2022\/10\/Customer-Analytics-Insights-Categories-Stages--How-to-Use-Them_4793da2d04119913eb00994d2294667e_2000.png\",\"contentUrl\":\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2022\/10\/Customer-Analytics-Insights-Categories-Stages--How-to-Use-Them_4793da2d04119913eb00994d2294667e_2000.png\",\"width\":1876,\"height\":1228,\"caption\":\"customer analytics insights userpilot\"},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/userpilot.com\/blog\/#website\",\"url\":\"https:\/\/userpilot.com\/blog\/\",\"name\":\"Thoughts about Product Adoption, User Onboarding and Good UX | Userpilot Blog\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/userpilot.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/userpilot.com\/blog\/#\/schema\/person\/de37c23746f7aa52492f6c97b1f222cf\",\"name\":\"Sophie Grigoryan\",\"url\":\"https:\/\/userpilot.com\/blog\/author\/sofi\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Customer Analytics Insights: Categories, Stages & How to Use Them","description":"How do you use customer analytics insights to boost product growth? Collect, analyze, act - the principle behind successful products.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/","og_locale":"en_US","og_type":"article","og_title":"Customer Analytics Insights: Categories, Stages & How to Use Them","og_description":"How do you use customer analytics insights to boost product growth? Collect, analyze, act - the principle behind successful products.","og_url":"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/","og_site_name":"Thoughts about Product Adoption, User Onboarding and Good UX | Userpilot Blog","article_published_time":"2022-10-18T09:34:48+00:00","article_modified_time":"2026-03-19T07:57:48+00:00","og_image":[{"width":1876,"height":1228,"url":"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2022\/10\/Customer-Analytics-Insights-Categories-Stages--How-to-Use-Them_4793da2d04119913eb00994d2294667e_2000.png","type":"image\/png"}],"author":"Sophie Grigoryan","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Sophie Grigoryan","Est. reading time":"14 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/#article","isPartOf":{"@id":"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/"},"author":{"name":"Sophie Grigoryan","@id":"https:\/\/userpilot.com\/blog\/#\/schema\/person\/de37c23746f7aa52492f6c97b1f222cf"},"headline":"Customer Analytics Insights: Categories, Stages &#038; How to Use Them","datePublished":"2022-10-18T09:34:48+00:00","dateModified":"2026-03-19T07:57:48+00:00","mainEntityOfPage":{"@id":"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/"},"wordCount":2112,"commentCount":0,"image":{"@id":"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/#primaryimage"},"thumbnailUrl":"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2022\/10\/Customer-Analytics-Insights-Categories-Stages--How-to-Use-Them_4793da2d04119913eb00994d2294667e_2000.png","keywords":["customer analytics","customer engagement","customer loyalty","Customer Satisfaction","drive product growth","increase customer satisfaction","product experience","product growth insights","reduce churn","saas product growth","user behavior","user feedback","user feedback saas"],"articleSection":["Career"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/","url":"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/","name":"Customer Analytics Insights: Categories, Stages & How to Use Them","isPartOf":{"@id":"https:\/\/userpilot.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/#primaryimage"},"image":{"@id":"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/#primaryimage"},"thumbnailUrl":"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2022\/10\/Customer-Analytics-Insights-Categories-Stages--How-to-Use-Them_4793da2d04119913eb00994d2294667e_2000.png","datePublished":"2022-10-18T09:34:48+00:00","dateModified":"2026-03-19T07:57:48+00:00","author":{"@id":"https:\/\/userpilot.com\/blog\/#\/schema\/person\/de37c23746f7aa52492f6c97b1f222cf"},"description":"How do you use customer analytics insights to boost product growth? Collect, analyze, act - the principle behind successful products.","inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/userpilot.com\/blog\/customer-analytics-insights-2\/#primaryimage","url":"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2022\/10\/Customer-Analytics-Insights-Categories-Stages--How-to-Use-Them_4793da2d04119913eb00994d2294667e_2000.png","contentUrl":"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2022\/10\/Customer-Analytics-Insights-Categories-Stages--How-to-Use-Them_4793da2d04119913eb00994d2294667e_2000.png","width":1876,"height":1228,"caption":"customer analytics insights userpilot"},{"@type":"WebSite","@id":"https:\/\/userpilot.com\/blog\/#website","url":"https:\/\/userpilot.com\/blog\/","name":"Thoughts about Product Adoption, User Onboarding and Good UX | Userpilot Blog","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/userpilot.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/userpilot.com\/blog\/#\/schema\/person\/de37c23746f7aa52492f6c97b1f222cf","name":"Sophie Grigoryan","url":"https:\/\/userpilot.com\/blog\/author\/sofi\/"}]}},"_links":{"self":[{"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/posts\/14702","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/users\/51"}],"replies":[{"embeddable":true,"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/comments?post=14702"}],"version-history":[{"count":8,"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/posts\/14702\/revisions"}],"predecessor-version":[{"id":631696,"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/posts\/14702\/revisions\/631696"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/media\/14704"}],"wp:attachment":[{"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/media?parent=14702"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/categories?post=14702"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/userpilot.com\/blog\/wp-json\/wp\/v2\/tags?post=14702"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}