{"id":226651,"date":"2024-07-27T14:17:21","date_gmt":"2024-07-27T14:17:21","guid":{"rendered":"https:\/\/userpilot.com\/blog\/data-driven-customer-segmentation\/"},"modified":"2026-04-03T13:48:45","modified_gmt":"2026-04-03T13:48:45","slug":"data-driven-customer-segmentation","status":"publish","type":"post","link":"https:\/\/userpilot.com\/blog\/data-driven-customer-segmentation\/","title":{"rendered":"Data-Driven Customer Segmentation Strategies for Improving Engagement"},"content":{"rendered":"<h2 id=\"7dhg2\">What is data-driven customer segmentation?<\/h2>\n<p>Data-driven customer segmentation is the process of dividing your customer into distinct groups based on shared characteristics. Like in-app <a href=\"https:\/\/userpilot.com\/blog\/user-behavioral-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">behavior <\/a>or demographic data.<\/p>\n<p>The purpose?<\/p>\n<p>To tailor marketing efforts, better understand<a href=\"https:\/\/userpilot.com\/blog\/analyze-customer-needs\/\" target=\"_blank\" rel=\"noopener noreferrer\"> customer needs<\/a> and <a href=\"https:\/\/userpilot.com\/blog\/preference-testing\/\" target=\"_blank\" rel=\"noopener noreferrer\">preferences<\/a>, and personalize in-app experiences. To name just a few.<\/p>\n<h2 id=\"23ivt\">Why is customer segmentation important?<\/h2>\n<p>There are two main reasons why implementing<a href=\"https:\/\/userpilot.com\/blog\/macro-and-micro-segmentation-b2b\/\" target=\"_blank\" rel=\"noopener noreferrer\"> customer segmentation <\/a>is essential for your <a href=\"https:\/\/userpilot.com\/blog\/product-success\" target=\"_blank\" rel=\"noopener noreferrer\">product success<\/a>.<\/p>\n<p>First, it enables you to better understand your customers.<\/p>\n<p>Unless you have a very specialist product, your customer base isn&#8217;t likely to be homogeneous.<\/p>\n<p>Instead, it consists of multiple groups with their unique <a href=\"https:\/\/userpilot.com\/blog\/customer-pain-points\/\" target=\"_blank\" rel=\"noopener noreferrer\">pain points<\/a>, needs, and desires. To gain meaningful <a href=\"https:\/\/userpilot.com\/blog\/user-insights\/\" target=\"_blank\" rel=\"noopener noreferrer\">insights<\/a>, you can simply throw them into one bag but analyze them independently.<\/p>\n<p>Why do you need such nuanced <a href=\"https:\/\/userpilot.com\/blog\/data-driven-insights\/\" target=\"_blank\" rel=\"noopener noreferrer\">insights<\/a>?<\/p>\n<p>They allow you to:<\/p>\n<ul>\n<li>Build valuable products that solve genuine customer problems.<\/li>\n<li>Allocate resources to maximize <a href=\"https:\/\/userpilot.com\/blog\/software-roi\/\" target=\"_blank\" rel=\"noopener noreferrer\">ROI<\/a>. For example, it helps you <a href=\"https:\/\/userpilot.com\/blog\/feature-prioritization-matrix\/\" target=\"_blank\" rel=\"noopener noreferrer\">prioritize features<\/a> that are important for users that bring the most revenue.<\/li>\n<li>Implement targeted <a href=\"https:\/\/userpilot.com\/blog\/marketing-automation-segmentation\/\" target=\"_blank\" rel=\"noopener noreferrer\">marketing strategies<\/a> that better resonate with the target audience. For example, by using their preferred <a href=\"https:\/\/userpilot.com\/blog\/customer-acquisition-channels\/\" target=\"_blank\" rel=\"noopener noreferrer\">channel <\/a>or highlighting features relevant to their use cases.<\/li>\n<li><a href=\"https:\/\/userpilot.com\/blog\/saas-personalized-user-experience\/\" target=\"_blank\" rel=\"noopener noreferrer\">Personalize user experiences<\/a> to their use cases. For instance, by tailoring the<a href=\"https:\/\/userpilot.com\/blog\/customer-onboarding\/\" target=\"_blank\" rel=\"noopener noreferrer\"> onboarding<\/a> experiences, customizing their <a href=\"https:\/\/userpilot.com\/blog\/product-dashboard\/\" target=\"_blank\" rel=\"noopener noreferrer\">dashboards<\/a>, or optimizing the product for different devices.<\/li>\n<\/ul>\n<p>Ultimately, segmentation enables you to attract the right customers and better<a href=\"https:\/\/userpilot.com\/blog\/satisfy-customer-needs\/\" target=\"_blank\" rel=\"noopener noreferrer\"> satisfy their needs<\/a>. This translates into improved long-term retention and high <a href=\"https:\/\/userpilot.com\/blog\/calculate-lifetime-value-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer lifetime value<\/a>.<\/p>\n<h2 id=\"2m92e\">Examples of customer segments<\/h2>\n<p>You can segment your customers based on different data types. Popular <a href=\"https:\/\/userpilot.com\/blog\/types-of-user-segmentation\/\" target=\"_blank\" rel=\"noopener noreferrer\">segmentation types<\/a> include:<\/p>\n<ul>\n<li>Demographic (e.g., age, gender).<\/li>\n<li>Geographic (e.g., location, language).<\/li>\n<li><a href=\"https:\/\/userpilot.com\/blog\/saas-behavioral-segmentation\/\" target=\"_blank\" rel=\"noopener noreferrer\">Behavioral <\/a>(e.g., whether they&#8217;ve adopted a feature).<\/li>\n<li>Technographic (e.g., device type, operating system, browser).<\/li>\n<li><a href=\"https:\/\/userpilot.com\/blog\/psychographic-segmentation\/\" target=\"_blank\" rel=\"noopener noreferrer\">Psychographic <\/a>(e.g., lifestyle choices, values).<\/li>\n<li>Firmographic (e.g., company size, sector).<\/li>\n<li><a href=\"https:\/\/userpilot.com\/blog\/needs-based-segmentation\/\" target=\"_blank\" rel=\"noopener noreferrer\">Needs-based<\/a> (e.g., jobs to be done).<\/li>\n<\/ul>\n<p>SaaS teams are likely to segment their customers based on multiple criteria at once. For example, you may target various professional groups with <a href=\"https:\/\/userpilot.com\/blog\/saas-localization\/\" target=\"_blank\" rel=\"noopener noreferrer\">localized <\/a>email campaigns based on their location.<\/p>\n<h2 id=\"euceh\">Successful customer segmentation strategies<\/h2>\n<h3 id=\"6v0ir\">Personalize customer onboarding with segmentation<\/h3>\n<p>The purpose of <a href=\"https:\/\/userpilot.com\/blog\/customer-onboarding\/\" target=\"_blank\" rel=\"noopener noreferrer\">onboarding <\/a>is to familiarize new customers with the features they need to achieve their objectives. Without distracting or overwhelming them with irrelevant information.<\/p>\n<p>The catch is that your product has often multiple <a href=\"https:\/\/userpilot.com\/blog\/types-of-personas\/\" target=\"_blank\" rel=\"noopener noreferrer\">user personas<\/a>, each with different goals. For example, bookkeeping software can be used by accountants, companies and freelancers. And they all need different features.<\/p>\n<p>To accommodate their needs, you have to <a href=\"https:\/\/userpilot.com\/blog\/personalized-onboarding-for-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">personalize the onboarding experience<\/a> for different customer segments.<\/p>\n<p>You can profile new users using a <a href=\"https:\/\/userpilot.com\/blog\/welcome-survey\/\" target=\"_blank\" rel=\"noopener noreferrer\">welcome survey<\/a> and trigger relevant<a href=\"https:\/\/userpilot.com\/blog\/onboarding-flow-best-practices\" target=\"_blank\" rel=\"noopener noreferrer\"> onboarding flows <\/a>based on the information you receive.<\/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\/2026\/04\/image_fffb306ed307908c1e2da6376151c8a5_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/04\/image_fffb306ed307908c1e2da6376151c8a5_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/04\/image_fffb306ed307908c1e2da6376151c8a5_800.png\" alt=\"Data-driven customer segmentation use cases: personalized onboarding\" \/><\/picture><figcaption>Data-driven customer segmentation use cases: personalized onboarding.<\/figcaption><\/figure>\n<h3 id=\"ebssg\">Duplicate the success path for new users<\/h3>\n<p>When onboarding customers, you want them to experience the <a href=\"https:\/\/userpilot.com\/blog\/product-value\/\" target=\"_blank\" rel=\"noopener noreferrer\">product value <\/a>as soon as possible. This means taking them to the <a href=\"https:\/\/userpilot.com\/blog\/user-activation-for-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">activation<\/a> point along the most direct route.<\/p>\n<p>But how do you know the most optimal path to activation?<\/p>\n<p>By <a href=\"https:\/\/userpilot.com\/blog\/user-behavior-analytics-use-cases\/\" target=\"_blank\" rel=\"noopener noreferrer\">analyzing the in-app behavior<\/a> of the most successful users.<\/p>\n<p>To do so, first segment customers based on their use case. Next, look for <a href=\"https:\/\/userpilot.com\/blog\/power-users\/\" target=\"_blank\" rel=\"noopener noreferrer\">power users <\/a>within each segment. For example, those who have used the product for a specific time and adopted certain features.<\/p>\n<p>Based on that, create an <a href=\"https:\/\/userpilot.com\/blog\/onboarding-flow-best-practices\" target=\"_blank\" rel=\"noopener noreferrer\">onboarding flow<\/a> that pushes new users onto the <a href=\"https:\/\/userpilot.com\/blog\/happy-path-ux\/\" target=\"_blank\" rel=\"noopener noreferrer\">happy path <\/a>and helps them replicate it.<\/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\/2026\/04\/image_7e9825dcc85b5455f413eabec5d50401_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/04\/image_7e9825dcc85b5455f413eabec5d50401_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/04\/image_7e9825dcc85b5455f413eabec5d50401_800.png\" alt=\"Top Path visualization in Userpilot\" \/><\/picture><\/figure>\n<h3 id=\"9e98q\">Enhance customer satisfaction for dissatisfied users<\/h3>\n<p>What do you do when you receive<a href=\"https:\/\/userpilot.com\/blog\/negative-user-feedback\/\" target=\"_blank\" rel=\"noopener noreferrer\"> negative customer feedback<\/a>?<\/p>\n<p>Identify the cause of customer <a href=\"https:\/\/userpilot.com\/blog\/customer-dissatisfaction\/\" target=\"_blank\" rel=\"noopener noreferrer\">dissatisfaction<\/a> and implement targeted strategies to alleviate the issues.<\/p>\n<p>Imagine that your <a href=\"https:\/\/userpilot.com\/blog\/how-to-analyze-nps-responses\/\" target=\"_blank\" rel=\"noopener noreferrer\">NPS respondents<\/a> complain about a missing feature. The problem is that the feature exists. So why the negative comments?<\/p>\n<p>To find out the cause, tag responses mentioning the feature and segment the users. Next, analyze their in-app behavior with path analysis and send targeted <a href=\"https:\/\/userpilot.com\/blog\/in-app-messages\/\" target=\"_blank\" rel=\"noopener noreferrer\">messages <\/a>inviting the users to an interview.<\/p>\n<p>Once you figure out the cause of the &#8216;misunderstanding,&#8217; tackle it accordingly. For example, redesign the <a href=\"https:\/\/userpilot.com\/blog\/saas-onboarding-process-guide\/\">onboarding process<\/a> to better cover the feature.<\/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\/2026\/04\/image_81c8939cecafd8bc12aea7552f32c0df_800.png 1x, https:\/\/images.storychief.com\/account_6827\/image_81c8939cecafd8bc12aea7552f32c0df_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/04\/image_81c8939cecafd8bc12aea7552f32c0df_800.png 1x, https:\/\/images.storychief.com\/account_6827\/image_81c8939cecafd8bc12aea7552f32c0df_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/04\/image_81c8939cecafd8bc12aea7552f32c0df_800.png\" alt=\"Audience settings in Userpilot\" \/><\/picture><\/figure>\n<h3 id=\"24b0f\">Improve feature adoption for relevant users<\/h3>\n<p>Sometimes your users don&#8217;t know they&#8217;re missing a feature. They may not be aware of your product capabilities. And as a result, not be able to analyze the product&#8217;s full potential.<\/p>\n<p>How do you help them <a href=\"https:\/\/userpilot.com\/blog\/feature-adoption-101\/\" target=\"_blank\" rel=\"noopener noreferrer\">adopt the feature<\/a>?<\/p>\n<p>By targeting them with<a href=\"https:\/\/userpilot.com\/blog\/in-app-messaging\/\" target=\"_blank\" rel=\"noopener noreferrer\"> in-app messages<\/a> that help them <a href=\"https:\/\/userpilot.com\/blog\/improve-feature-discovery-product-adoption\/\" target=\"_blank\" rel=\"noopener noreferrer\">discover the feature<\/a>. And prompt them to engage with it again and again until it becomes a habit.<\/p>\n<p>Identify users who have adopted a feature yet and trigger relevant in-app experiences that drive their engagement.<\/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\/2026\/04\/image_4738ca66c6e7c1f9c2da6420ef7f6964_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/04\/image_4738ca66c6e7c1f9c2da6420ef7f6964_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/04\/image_4738ca66c6e7c1f9c2da6420ef7f6964_800.png\" alt=\"Data-driven customer segmentation use cases: targeted in-app prompts aiding feature adoption\" \/><\/picture><figcaption>Data-driven customer segmentation use cases: targeted in-app prompts aiding <a href=\"https:\/\/userpilot.com\/blog\/feature-adoption-101\/\">feature adoption<\/a>.<\/figcaption><\/figure>\n<h3 id=\"11gm8\">Drive WoM among promoters<\/h3>\n<p><a href=\"https:\/\/userpilot.com\/blog\/word-of-mouth-wom\/\" target=\"_blank\" rel=\"noopener noreferrer\">Word of mouth <\/a>is believed to be the most effective<a href=\"https:\/\/userpilot.com\/blog\/customer-acquisition-channels\/\" target=\"_blank\" rel=\"noopener noreferrer\"> customer acquisition channel<\/a>. Prospective customers are more likely to believe testimonials from people they know personally than your marketing campaigns.<\/p>\n<p>And <a href=\"https:\/\/userpilot.com\/blog\/improve-customer-satisfaction-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">satisfied <\/a>customers naturally turn into product <a href=\"https:\/\/userpilot.com\/blog\/customer-advocacy\/\" target=\"_blank\" rel=\"noopener noreferrer\">advocates<\/a> but it takes time and is out of your control.<\/p>\n<p>It allows you to <a href=\"https:\/\/userpilot.com\/blog\/customer-segmentation-tools\/\" target=\"_blank\" rel=\"noopener noreferrer\">segment your customers <\/a>based on their survey results. So you can segment all your NPS promoters together and target them with<a href=\"https:\/\/userpilot.com\/blog\/in-app-messaging-best-practices-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\"> in-app prompts<\/a> to drive the desired behavior. Like taking part in a referral program or leaving a G2 review.<\/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\/2026\/04\/image_348bf876a2cb69239de7ca7eb6ef10de_800.png 1x, https:\/\/images.storychief.com\/account_6827\/image_348bf876a2cb69239de7ca7eb6ef10de_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/04\/image_348bf876a2cb69239de7ca7eb6ef10de_800.png 1x, https:\/\/images.storychief.com\/account_6827\/image_348bf876a2cb69239de7ca7eb6ef10de_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/04\/image_348bf876a2cb69239de7ca7eb6ef10de_800.png\" alt=\"Data-driven customer segmentation use cases: modal encouraging the user to write a review\" \/><\/picture><figcaption>Data-driven customer segmentation use cases: modal encouraging the user to write a review.<\/figcaption><\/figure>\n<h3 id=\"dopia\">Create targeted marketing campaigns<\/h3>\n<p>To achieve financial success, you need to convert your <a href=\"https:\/\/userpilot.com\/blog\/freemium-free-trial-jana-frejova-spendesk\/\" target=\"_blank\" rel=\"noopener noreferrer\">free trial or freemium<\/a> users into paying customers. And to increase their lifetime value through <a href=\"https:\/\/userpilot.com\/blog\/upsell-opportunities-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">upsells <\/a>or cross-sells.<\/p>\n<p>The problem is that users need time to reach the stage when they&#8217;re ready to upgrade to a higher plan or buy an additional product.<\/p>\n<p>Track the in-app behavior of users who have previously upgraded to identify the moment they&#8217;re ready.<\/p>\n<p>Next, you can segment the customers who meet the criteria and target them with <a href=\"https:\/\/userpilot.com\/blog\/personalization-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">personalized <\/a>marketing campaigns highlighting the <a href=\"https:\/\/userpilot.com\/blog\/features-advantages-benefits\/\" target=\"_blank\" rel=\"noopener noreferrer\">benefits <\/a>of upgrading relevant to their specific use cases or circumstances.<\/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\/2026\/04\/image_8ca1175ace1b1474e8ecdef4b08ef141_800.png 1x, https:\/\/images.storychief.com\/account_6827\/image_8ca1175ace1b1474e8ecdef4b08ef141_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/04\/image_8ca1175ace1b1474e8ecdef4b08ef141_800.png 1x, https:\/\/images.storychief.com\/account_6827\/image_8ca1175ace1b1474e8ecdef4b08ef141_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/04\/image_8ca1175ace1b1474e8ecdef4b08ef141_800.png\" alt=\"Data-driven customer segmentation use cases: upsell modal\" \/><\/picture><figcaption>Data-driven customer segmentation use cases: upsell modal.<\/figcaption><\/figure>\n<h3 id=\"ffgj6\">Announce new feature releases to the right audience<\/h3>\n<p>As mentioned, not all users need all the features. And you don&#8217;t want to overwhelm your customers with information about functionality they don&#8217;t need for 2 reasons: it causes <a href=\"https:\/\/userpilot.com\/blog\/feature-fatigue\/\" target=\"_blank\" rel=\"noopener noreferrer\">fatigue <\/a>and makes them wonder if you really understand their <a href=\"https:\/\/userpilot.com\/blog\/customer-needs-assessment\/\" target=\"_blank\" rel=\"noopener noreferrer\">needs <\/a>&#8211; or if they&#8217;ve chosen the right product.<\/p>\n<p>Segmentation can help you avoid it.<\/p>\n<p>You can use it to <a href=\"https:\/\/userpilot.com\/blog\/new-feature-announcement-guide\/\" target=\"_blank\" rel=\"noopener noreferrer\">announce newly introduced features <\/a>to users with relevant jobs to be done.<\/p>\n<p>The best part?<\/p>\n<p>If you&#8217;ve used <a href=\"https:\/\/userpilot.com\/blog\/welcome-survey\/\">welcome surveys to<\/a> segment users at the beginning of the <a href=\"https:\/\/userpilot.com\/blog\/critical-user-journey\/\" target=\"_blank\" rel=\"noopener noreferrer\">user journey<\/a>, you&#8217;re likely to be able to use the same segments here.<\/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\/2026\/04\/image_92facdbf7a6c6bc6024f38b91fb39042_800.png 1x, https:\/\/images.storychief.com\/account_6827\/image_92facdbf7a6c6bc6024f38b91fb39042_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/04\/image_92facdbf7a6c6bc6024f38b91fb39042_800.png 1x, https:\/\/images.storychief.com\/account_6827\/image_92facdbf7a6c6bc6024f38b91fb39042_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/04\/image_92facdbf7a6c6bc6024f38b91fb39042_800.png\" alt=\"Data-driven customer segmentation use cases: new feature announcement.\" \/><\/picture><figcaption>Data-driven customer segmentation use cases: new feature announcement.<\/figcaption><\/figure>\n<h3 id=\"4gsj8\">Identify negative behaviors and proactively fix them<\/h3>\n<p>With <a href=\"https:\/\/userpilot.com\/\">Userpilot<\/a> analytics, you can find negative patterns in user behavior and use the insights to <a href=\"https:\/\/userpilot.com\/blog\/proactive-support-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">proactively <\/a>fix issues for others.<\/p>\n<p>Take churn, for example.<\/p>\n<p>You can segment all users with particular use cases who have churned and conduct <a href=\"https:\/\/userpilot.com\/blog\/userpilot-paths\/\" target=\"_blank\" rel=\"noopener noreferrer\">path analysis<\/a>. To identify all their actions leading to churn. This can help you understand why your users disappear.<\/p>\n<p>Better yet, you could bundle all the actions into custom events and use them to trigger in-app events with additional guidance that helps them overcome <a href=\"https:\/\/userpilot.com\/blog\/friction-points\/\">friction <\/a>and prevents them from <a href=\"https:\/\/userpilot.com\/blog\/drop-off-rate\/\" target=\"_blank\" rel=\"noopener noreferrer\">dropping off<\/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\/2026\/04\/image_96cb5b0879e74c56ceda3efee5cbaabd_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/04\/image_96cb5b0879e74c56ceda3efee5cbaabd_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/04\/image_96cb5b0879e74c56ceda3efee5cbaabd_800.png\" alt=\"Data-driven customer segmentation use cases: path analysis\" \/><\/picture><figcaption>Data-driven customer segmentation use cases: path analysis.<\/figcaption><\/figure>\n<h2 id=\"2a09b\">Conclusion<\/h2>\n<p>Customer segmentation is essential for effective customer engagement. You also need it to extract valid insights from customer behavior data and feedback.<\/p>\n<p>Whether you&#8217;re using segmentation for creating targeted marketing campaigns, increasing product adoption, improving customer satisfaction, or want to learn what makes your customers tick, Userpilot has got the capabilities you need. <a href=\"https:\/\/userpilot.com\/userpilot-demo\/\" target=\"_blank\" rel=\"noopener noreferrer\">Book the demo<\/a> to find out more!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data-driven customer segmentation is the process of dividing your customer into distinct groups based on shared characteristics. Like in-app behavior or demographic data. The purpose? Tailoring marketing efforts, understanding customer needs and preferences, personalizing in-app experiences.<\/p>\n","protected":false},"author":24,"featured_media":226652,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[488],"tags":[1837,332,336,854,292,316,514,1625],"class_list":["post-226651","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-user-engagement","tag-boost-engagement","tag-customer-engagement","tag-customer-segmentation","tag-improve-engagement","tag-product-growth","tag-user-engagement","tag-user-segmentation","tag-user-segments"],"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>Data-Driven Customer Segmentation Strategies for Improving 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