{"id":145172,"date":"2023-10-20T21:14:02","date_gmt":"2023-10-20T21:14:02","guid":{"rendered":"https:\/\/userpilot.com\/blog\/sentiment-examples\/"},"modified":"2026-04-01T12:31:52","modified_gmt":"2026-04-01T12:31:52","slug":"sentiment-examples","status":"publish","type":"post","link":"https:\/\/userpilot.com\/blog\/sentiment-examples\/","title":{"rendered":"10 Sentiment Examples for Improving Customer Satisfaction [+ Tools]"},"content":{"rendered":"<p>Getting <a href=\"https:\/\/userpilot.com\/product\/user-feedback\/\" target=\"_blank\" rel=\"noopener noreferrer\">user feedback<\/a> is a crucial step of the market research process. However, sentiment analysis takes things a step further to get a clearer view of your brand reputation in the eyes of multiple customer segments.<\/p>\n<p>In this guide, we&#8217;ll go over what sentiment analysis is, why you should do it, and look at 10 sentiment examples!<\/p>\n<h2 id=\"bo31d\">Summary of sentiment examples<\/h2>\n<ul>\n<li>Sentiment analysis helps you monitor the opinions, emotions, and feelings (sentiment) of customers towards your product or brand.<\/li>\n<li>Sentiment analysis makes it possible to compare your product to competitors, evaluate the impact of your product\/marketing efforts, and gather actionable growth insights.<\/li>\n<li>You can collect <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\">feedback for analysis<\/a> through in-app surveys, online reviews, social media mentions, and customer interviews.<\/li>\n<li>Streamlined onboarding, lower user friction, and targeted marketing are just a few examples of sentiment analysis being applied to improve a SaaS <a href=\"https:\/\/userpilot.com\/blog\/how-to-analyze-the-customer-journey\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer journey<\/a>.<\/li>\n<li>Tools like <a href=\"https:\/\/userpilot.com\/\">Userpilot<\/a>, Brand24, and MonkeyLearn can help you conduct your sentiment analysis more efficiently, plus gather more detailed insights.<\/li>\n<li>If you want to gather both qualitative and quantitative data for your sentiment analysis, <a href=\"https:\/\/userpilot.com\/userpilot-demo\" target=\"_blank\" rel=\"noopener noreferrer\">book a Userpilot demo<\/a> today to see how!<\/li>\n<\/ul>\n<h2 id=\"3d85f\">What is sentiment analysis?<\/h2>\n<p>Sentiment analysis \u2014 also known as opinion mining \u2014 is used to analyze data that tells you how customers feel about your product or company. This could include analyzing sentiment for online reviews manually, using social media monitoring tools, or a combination of the two.<\/p>\n<p>Customer sentiments are frequently used as a customer feedback mechanism for SaaS companies to make improvements to their product based on how customers feel. Tracking sentiment can also help you with <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">feedback analysis<\/a> and interpreting responses to <a href=\"https:\/\/userpilot.com\/blog\/in-app-surveys\/\" target=\"_blank\" rel=\"noopener noreferrer\">in-app surveys<\/a>.<\/p>\n<h2 id=\"afu1n\">Why should you perform sentiment analysis?<\/h2>\n<p>Performing sentiment analysis for your own business offers a few benefits since you&#8217;ll be able to:<\/p>\n<ul>\n<li>Better understand how customers feel and use that to guide your improvement efforts.<\/li>\n<li>Assess how your products\/services are perceived in comparison to your competitors.<\/li>\n<li>Evaluate the impact of your product and marketing strategies in increasing customer satisfaction.<\/li>\n<li>Use detailed insights to target your <a href=\"https:\/\/userpilot.com\/blog\/marketing-growth-strategy\/\">growth marketing<\/a> efforts and <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">PLG strategy<\/a>.<\/li>\n<\/ul>\n<h2 id=\"e9nc4\">How to collect customer feedback and opinions for sentiment analysis?<\/h2>\n<p><a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">Collecting customer feedback<\/a> is a key part of the sentiment analysis process. That being the case, let&#8217;s look at four ways to gather both positive and negative feedback from happy\/unhappy customers online so you have enough user feedback to draw accurate conclusions!<\/p>\n<h3 id=\"6edvf\">Trigger in-app surveys to collect contextual feedback<\/h3>\n<p><a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">In-app surveys<\/a> are the best way to actively gather actionable insights into customer&#8217;s opinions. You can collect insights on their brand perception and overall product experience or ask about specific aspects\/features of the solution.<picture><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-in-app-survey-dashboard_688fd5dcdcf792f05f2d2a06af48e63f_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-in-app-survey-dashboard_688fd5dcdcf792f05f2d2a06af48e63f_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-in-app-survey-dashboard_688fd5dcdcf792f05f2d2a06af48e63f_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-in-app-survey-dashboard_688fd5dcdcf792f05f2d2a06af48e63f_1600.png 2x\" media=\"(min-width: 769px)\" \/><\/picture>\n<p>There are two main survey types to be aware of: <strong>transactional surveys<\/strong> and <strong>relationship surveys<\/strong>.<\/p>\n<p>User interactions trigger transactional surveys to ensure that they appear in the most contextual moments and gather relevant feedback. You could trigger transactional surveys right after onboarding flows, support interactions, or other key events.<\/p>\n<p>Relationship surveys collect feedback that focuses on the relationship between your customers and the product itself. These surveys measure the overall health of the relationship between the business and its customers.<\/p>\n<p>Relationship surveys are best for startups that don&#8217;t have enough customers to accurately gauge public opinion during the early stages of their journey. On the other hand, large companies should use a combination of the two to get the full picture.<\/p>\n<h3 id=\"di9p5\">Monitor customer opinions on review sites<\/h3>\n<p>While review websites like G2 may serve as a double-edged sword (hosting both negative and positive sentiment), they can be a great source for measuring the sentiment of your customers without needing to regularly survey them.<\/p>\n<p>G2 is best used to browse general reviews and gauge overall sentiment, while different platforms like Product Hunt are ideal for gauging product release sentiment from your earliest customers. User-generated content on these sites often ranks on Google as well, so addressing negative sentiment can help you mitigate bad reviews in the future.<\/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\/10\/userpilot-g2-review_0211b2ee561e91847318ceff009fe4e7_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-g2-review_0211b2ee561e91847318ceff009fe4e7_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-g2-review_0211b2ee561e91847318ceff009fe4e7_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-g2-review_0211b2ee561e91847318ceff009fe4e7_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-g2-review_0211b2ee561e91847318ceff009fe4e7_800.png\" alt=\"Userpilot G2 review\" \/><\/picture><figcaption>Source: G2.<\/figcaption><\/figure>\n<p>As a bonus, G2 also lets you sort reviews by star rating or filter by specific keywords. This makes it easy to view feedback from both sides of the sentiment spectrum and identify patterns in the issues\/benefits that multiple customers have experienced with your product.<\/p>\n<h3 id=\"cfgg1\">Perform social media monitoring for brand mention<\/h3>\n<p>Tracking and analyzing mentions of your brand across various social media platforms can help you gauge overall sentiment. Social media monitoring is also an effective way to spot negative market trends early and nip a potential PR crisis in the bud.<\/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\/10\/social-media-monitoring-dashboard_215e7f6ef6d145592aa1b284d89c3bc2_800.jpg 1x, https:\/\/images.storychief.com\/account_6827\/social-media-monitoring-dashboard_215e7f6ef6d145592aa1b284d89c3bc2_1600.jpg 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/social-media-monitoring-dashboard_215e7f6ef6d145592aa1b284d89c3bc2_800.jpg 1x, https:\/\/images.storychief.com\/account_6827\/social-media-monitoring-dashboard_215e7f6ef6d145592aa1b284d89c3bc2_1600.jpg 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/social-media-monitoring-dashboard_215e7f6ef6d145592aa1b284d89c3bc2_800.jpg\" alt=\"Social media monitoring dashboard\" \/><\/picture><figcaption>Social media mention\/reach reporting dashboard.<\/figcaption><\/figure>\n<p>If your sentiment analysis model shows primarily negative attitudes from your customers on social media, starting a new marketing campaign to reinvigorate the brand reputation amongst customers could be a worthwhile effort.<\/p>\n<h3 id=\"95nhs\">Conduct customer interviews for valuable insights<\/h3>\n<p>Having your customer support or success representatives conduct follow-up interviews is the next logical step in <a href=\"https:\/\/userpilot.com\/blog\/ai-customer-feedback-analysis\/\">customer feedback analysis<\/a>. This not only helps you get clarification on the initial feedback submitted, but also gets respondents to elaborate further on their thoughts.<\/p>\n<p>There are real-world examples of interviews being conducted in person, but phone calls, video conferencing, and virtual focus groups tend to be the most common approaches. Regardless of the setting, it&#8217;s essential that you ask the right questions.<\/p>\n<p>Asking open-ended questions will encourage customers to freely express their thoughts, feelings, and experiences with your product. Prioritize responses that are specific and actionable then relay that feedback to your product or marketing teams.<\/p>\n<h2 id=\"4cmsq\">10 Sentiment analysis examples to enhance customer experience<\/h2>\n<p>Now that you understand what sentiment analysis is, it&#8217;s time to apply that knowledge in the context of your business. Here are 10 examples of sentiment analysis that you can use to increase customer satisfaction in your own company!<\/p>\n<h3 id=\"1h3qh\">Refine onboarding processes and resources<\/h3>\n<p>Finding out how customers feel about the onboarding process and looking at onboarding flow data will give you a holistic view of which areas you can improve upon. Completion rates, drop-off points, and high-friction areas can guide your refinement strategy or help you create better onboarding content.<\/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\/10\/userpilot-in-app-onboarding-survey_4368bb253bacfd89465053d423ceb8a2_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-in-app-onboarding-survey_4368bb253bacfd89465053d423ceb8a2_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-in-app-onboarding-survey_4368bb253bacfd89465053d423ceb8a2_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-in-app-onboarding-survey_4368bb253bacfd89465053d423ceb8a2_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-in-app-onboarding-survey_4368bb253bacfd89465053d423ceb8a2_800.png\" alt=\"Userpilot in-app onboarding survey\" \/><\/picture><\/figure>\n<h3 id=\"89sa2\">Detect user friction or confusion across the customer journey<\/h3>\n<p>Triggering customer effort surveys throughout different stages\/touchpoints of the customer journey can help you drill down on <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">user friction<\/a>. Analyzing metrics like the <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer effort score (CES)<\/a> can help you address specific issues or remove friction altogether.<\/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\/10\/userpilot-customer-effort-score-ces-survey_73ee53a4c18a541781bdbbfc82b45a67_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-customer-effort-score-ces-survey_73ee53a4c18a541781bdbbfc82b45a67_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-customer-effort-score-ces-survey_73ee53a4c18a541781bdbbfc82b45a67_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-customer-effort-score-ces-survey_73ee53a4c18a541781bdbbfc82b45a67_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-customer-effort-score-ces-survey_73ee53a4c18a541781bdbbfc82b45a67_800.png\" alt=\"Userpilot customer effort score (CES) survey\" \/><\/picture><\/figure>\n<p>By reducing the friction in your in-app flows or making specific features easier to use, you&#8217;ll be able to improve user sentiment while simultaneously improving the broader product experience. This means that reducing friction through sentiment analysis is a mutually beneficial process for all parties involved.<\/p>\n<h3 id=\"71h9j\">Deliver targeted in-app marketing campaign<\/h3>\n<p>By conducting text analysis (either manually or through artificial intelligence\/machine learning natural language processing algorithms), you&#8217;ll get a better idea of the type of human language that your customers use and respond to.<\/p>\n<p>This will help you tailor your marketing messages (both in-app and on social media) and special offers in a way that&#8217;ll appeal to your customers. It&#8217;ll also help you align your messaging with their emotional state, preferences, and sentiment.<\/p>\n<p>To get the most out of every campaign, you should create sentiment segments for your customers, such as &#8220;happy customers&#8221; or &#8220;dissatisfied customers&#8221;, and then tweak the language accordingly. You can also have a <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">segment<\/a> for &#8220;neutral users&#8221; that you&#8217;ll use as your control when A\/B testing campaigns.<\/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\/10\/userpilot-audience-targeting-dashboard_20446d57fc5e41d8004f813c5046e2d4_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-audience-targeting-dashboard_20446d57fc5e41d8004f813c5046e2d4_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-audience-targeting-dashboard_20446d57fc5e41d8004f813c5046e2d4_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-audience-targeting-dashboard_20446d57fc5e41d8004f813c5046e2d4_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-audience-targeting-dashboard_20446d57fc5e41d8004f813c5046e2d4_800.png\" alt=\"Userpilot audience targeting dashboard\" \/><\/picture><\/figure>\n<h3 id=\"eb2j7\">Guide product updates and enhancement efforts<\/h3>\n<p>Knowing which parts of your product aren&#8217;t meeting expectations can guide the direction of future <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">product updates<\/a> and enhancement efforts. This expectation aspect-based approach to product improvement will help you improve sentiment over time with tangible implementations of feedback.<\/p>\n<p>Your company&#8217;s customer service team will usually be one of the richest sources of enhancement suggestions from customers. You can even use solutions with machine learning algorithms and natural language processing to automate the process of sorting customer support tickets.<\/p>\n<p>Aspect-based sentiment analysis lets you identify the sentiments, emotions, or issues within text. You can then use those sentiment filters to segment customers and send targeted follow-up messages to unhappy users.<\/p>\n<p>Other than support representatives, your customers themselves can also offer actionable feedback. Customer feedback can help you segment users with similar problems, add product suggestions to your roadmap, and then send out targeted announcements.<\/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\/10\/userpilot-feature-feedback-survey_ae6398db68f57970a72a0689000d7e62_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-feature-feedback-survey_ae6398db68f57970a72a0689000d7e62_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-feature-feedback-survey_ae6398db68f57970a72a0689000d7e62_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-feature-feedback-survey_ae6398db68f57970a72a0689000d7e62_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-feature-feedback-survey_ae6398db68f57970a72a0689000d7e62_800.png\" alt=\"Userpilot feature feedback survey\" \/><\/picture><\/figure>\n<h3 id=\"fmjih\">Prioritize feature development based on user requests<\/h3>\n<p>As the above examples of sentiment analysis have shown you, understanding what your product lacks (perhaps through in-app <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">feature request surveys<\/a>) is a core part of the process. As such, there are a few practices you need to adopt:<\/p>\n<ul>\n<li>Looking at feedback to understand what&#8217;s lacking.<\/li>\n<li>Treating feedback and sentiment as a subtle <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">feature request<\/a> \u2014 then making the necessary changes.<\/li>\n<\/ul>\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\/10\/userpilot-feature-request-survey_542b952cb627a626ec68552baca07ebe_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-feature-request-survey_542b952cb627a626ec68552baca07ebe_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-feature-request-survey_542b952cb627a626ec68552baca07ebe_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-feature-request-survey_542b952cb627a626ec68552baca07ebe_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-feature-request-survey_542b952cb627a626ec68552baca07ebe_800.png\" alt=\"Userpilot feature request survey\" \/><\/picture><\/figure>\n<h3 id=\"7h9hn\">Refine and expand customer support materials<\/h3>\n<p>Self-service customer support is mutually beneficial, but this model only works if there&#8217;s an abundance of resources that users can use to solve their own problems. Look at the feedback data from your sentiment analysis to identify content gaps, prune confusing articles, and find opportunities to improve.<\/p>\n<p>Publishing help articles is only the first step in <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">building a knowledge base<\/a>, you also need to refine your customer support documentation and keep all your resources up to date over time. Userpilot lets you create an <a href=\"https:\/\/userpilot.com\/blog\/in-app-resource-center\/\" target=\"_blank\" rel=\"noopener noreferrer\">in-app resource center<\/a> that customers can use to find the resources they need:<\/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\/10\/userpilot-in-app-resource-center_248394f039bd678f990fed698d714d12_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-in-app-resource-center_248394f039bd678f990fed698d714d12_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-in-app-resource-center_248394f039bd678f990fed698d714d12_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-in-app-resource-center_248394f039bd678f990fed698d714d12_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-in-app-resource-center_248394f039bd678f990fed698d714d12_800.png\" alt=\"Userpilot in-app resource center\" \/><\/picture><\/figure>\n<h3 id=\"6mhu9\">Identify factors contributing to high or low satisfaction<\/h3>\n<p>A crucial part of sentiment analysis is finding the factors that cause an increase or reduction in <a href=\"https:\/\/userpilot.com\/blog\/how-to-measure-customer-satisfaction\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer satisfaction<\/a>. There are a few metrics you can use for <a href=\"https:\/\/userpilot.com\/blog\/customer-satisfaction-benchmarking\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer satisfaction benchmarking<\/a>, but the <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">Net Promoter Score (NPS)<\/a> is the most reliable.<\/p>\n<p>In a nutshell, NPS data essentially serves as real-time sentiment analysis.<\/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\/10\/userpilot-nps-dashboard_84fb9c09fe1ee104ed2c605e5337dcdb_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-nps-dashboard_84fb9c09fe1ee104ed2c605e5337dcdb_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-nps-dashboard_84fb9c09fe1ee104ed2c605e5337dcdb_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-nps-dashboard_84fb9c09fe1ee104ed2c605e5337dcdb_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-nps-dashboard_84fb9c09fe1ee104ed2c605e5337dcdb_800.png\" alt=\"Userpilot NPS dashboard\" \/><\/picture><\/figure>\n<p>Looking at positive feedback from happy customers can tell you what you&#8217;re doing right and help you double down in the right areas. The more familiar you are with the aspects that lead to high satisfaction levels, the easier it&#8217;ll be to steer other users towards the same positive outcomes (through in-app flows).<\/p>\n<p>This will lead to a better brand reputation and the opportunity to <a href=\"https:\/\/userpilot.com\/blog\/reduce-churn-rate\/\" target=\"_blank\" rel=\"noopener noreferrer\">reduce churn<\/a> across your user base.<\/p>\n<h3 id=\"2sh6a\">Predict and proactively address potential churn from negative sentiment<\/h3>\n<p>While listening to your satisfied customers is important, hearing out your <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">passives<\/a> and <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">detractors<\/a> is arguably more paramount. Users who are indifferent to the product or even dislike it, will have more specific feedback on what could be improved than customers who actively praise it.<\/p>\n<p>Listening to both types of feedback is the only path toward <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">improving customer satisfaction<\/a>. Furthermore, by proactively addressing the concerns of these <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">at-risk customers<\/a> you&#8217;ll be able to curb or eliminate any <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">predicted churn<\/a>.<\/p>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><\/figure>\n<h3 id=\"2mrm5\">Understand what customers like and dislike about competitors<\/h3>\n<p>Sentiment analysis has a lot of overlap with competitor analysis since both types of <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">market research<\/a> touch on product development\/positioning. <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">NPS surveys<\/a>, <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">PMF surveys<\/a>, and <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">product evaluation surveys<\/a> can all help you<\/p>\n<p>Feedback from these surveys may show that customers find your user interface too confusing compared to other solutions (or the other way around). The market research can also uncover any <a href=\"https:\/\/userpilot.com\/blog\/points-of-parity\/\" target=\"_blank\" rel=\"noopener noreferrer\">points of parity<\/a> that you lack (and how that affects user sentiment).<\/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\/10\/userpilot-competitor-analysis-survey_378f163c696e9503d836f06f6c7fd56e_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-competitor-analysis-survey_378f163c696e9503d836f06f6c7fd56e_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-competitor-analysis-survey_378f163c696e9503d836f06f6c7fd56e_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-competitor-analysis-survey_378f163c696e9503d836f06f6c7fd56e_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/10\/userpilot-competitor-analysis-survey_378f163c696e9503d836f06f6c7fd56e_800.png\" alt=\"Userpilot competitor analysis survey\" \/><\/picture><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Sentiment analysis helps you improve customer satisfaction, reduce friction, and build a better product experience. In this guide, we&#8217;ll go over what sentiment analysis is, why you should do it, and look at 10 sentiment examples!<\/p>\n","protected":false},"author":55,"featured_media":145174,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[770],"tags":[869,86,5028,1777,1026,1758,5660,236,353],"class_list":["post-145172","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ux-analytics","tag-customer-journey","tag-customer-satisfaction","tag-customer-segments","tag-customer-sentiment","tag-nps-sentiment-analysis","tag-satisfaction-survey","tag-sentiment-analysis","tag-user-feedback","tag-user-sentiment"],"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>10 Sentiment Examples for Improving Customer Satisfaction [+ Tools]<\/title>\n<meta name=\"description\" content=\"Sentiment analysis helps you improve customer satisfaction and build a better product experience. Here are 10 actionable sentiment examples!\" \/>\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\/sentiment-examples\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"10 Sentiment Examples for Improving Customer Satisfaction [+ Tools]\" \/>\n<meta property=\"og:description\" content=\"Sentiment analysis helps you improve customer satisfaction and build a better product experience. Here are 10 actionable sentiment examples!\" \/>\n<meta property=\"og:url\" content=\"https:\/\/userpilot.com\/blog\/sentiment-examples\/\" \/>\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=\"2023-10-20T21:14:02+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-01T12:31:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2023\/10\/10-sentiment-examples-for-improving-customer-satisfaction_57d19de40aceb7110244c915dcb5c186_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=\"Linh Khanh\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Linh Khanh\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"11 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/userpilot.com\/blog\/sentiment-examples\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/userpilot.com\/blog\/sentiment-examples\/\"},\"author\":{\"name\":\"Linh Khanh\",\"@id\":\"https:\/\/userpilot.com\/blog\/#\/schema\/person\/837ad6c051bf4373e42a8e0091d3d691\"},\"headline\":\"10 Sentiment Examples for Improving Customer Satisfaction [+ Tools]\",\"datePublished\":\"2023-10-20T21:14:02+00:00\",\"dateModified\":\"2026-04-01T12:31:52+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/userpilot.com\/blog\/sentiment-examples\/\"},\"wordCount\":1872,\"commentCount\":0,\"image\":{\"@id\":\"https:\/\/userpilot.com\/blog\/sentiment-examples\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2023\/10\/10-sentiment-examples-for-improving-customer-satisfaction_57d19de40aceb7110244c915dcb5c186_2000.png\",\"keywords\":[\"customer journey\",\"Customer Satisfaction\",\"customer segments\",\"customer sentiment\",\"nps sentiment analysis\",\"satisfaction survey\",\"sentiment analysis\",\"user feedback\",\"user sentiment\"],\"articleSection\":[\"UX Analytics\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/userpilot.com\/blog\/sentiment-examples\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/userpilot.com\/blog\/sentiment-examples\/\",\"url\":\"https:\/\/userpilot.com\/blog\/sentiment-examples\/\",\"name\":\"10 Sentiment Examples for Improving Customer Satisfaction [+ Tools]\",\"isPartOf\":{\"@id\":\"https:\/\/userpilot.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/userpilot.com\/blog\/sentiment-examples\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/userpilot.com\/blog\/sentiment-examples\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2023\/10\/10-sentiment-examples-for-improving-customer-satisfaction_57d19de40aceb7110244c915dcb5c186_2000.png\",\"datePublished\":\"2023-10-20T21:14:02+00:00\",\"dateModified\":\"2026-04-01T12:31:52+00:00\",\"author\":{\"@id\":\"https:\/\/userpilot.com\/blog\/#\/schema\/person\/837ad6c051bf4373e42a8e0091d3d691\"},\"description\":\"Sentiment analysis helps you improve customer satisfaction and build a better product experience. 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