{"id":186626,"date":"2024-05-20T09:49:41","date_gmt":"2024-05-20T09:49:41","guid":{"rendered":"https:\/\/userpilot.com\/blog\/customer-sentiment-score\/"},"modified":"2026-03-09T16:09:35","modified_gmt":"2026-03-09T16:09:35","slug":"customer-sentiment-score","status":"publish","type":"post","link":"https:\/\/userpilot.com\/blog\/customer-sentiment-score\/","title":{"rendered":"What is Customer Sentiment Score &#038; How to Measure It?"},"content":{"rendered":"<p>The customer sentiment score can help you tell how well-perceived your brand is.<\/p>\n<p>But how can you measure and improve it?<\/p>\n<p>Let\u2019s explore the customer sentiment score, how to measure it with <a href=\"https:\/\/userpilot.com\/product\/user-feedback\/\" target=\"_blank\" rel=\"noopener noreferrer\">user feedback<\/a>, and what strategies you can execute to elevate the customer experience.<\/p>\n<h2 id=\"e4q9u\"><strong>TL;DR<\/strong><\/h2>\n<ul>\n<li><a href=\"https:\/\/userpilot.com\/blog\/customer-sentiment-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">Customer sentiment <\/a>refers to customers&#8217; emotions and attitudes towards your brand, providing insights into their satisfaction levels.<\/li>\n<li>The customer sentiment score quantifies customers&#8217; emotions and attitudes towards your brand, ranging from 0 to 100.<\/li>\n<li>A good sentiment score varies by industry. Higher scores indicate more positive customer feelings and benchmarks differing across sectors (in SaaS being 40).<\/li>\n<li>Measuring customer sentiment helps understand customer needs, enhance customer experience, <a href=\"https:\/\/userpilot.com\/blog\/retaining-customers\/\" target=\"_blank\" rel=\"noopener noreferrer\">boost retention<\/a>, reduce churn guide business strategy, and monitor brand health.<\/li>\n<li>Here are the steps to perform a customer sentiment analysis:<\/li>\n<\/ul>\n<ol type=\"1\">\n<li>Invest in <a href=\"https:\/\/userpilot.com\/blog\/track-user-sentiment\/\" target=\"_blank\" rel=\"noopener noreferrer\">sentiment analysis tools<\/a> to gather and analyze feedback accurately with features like real-time analysis and multi-source integration.<\/li>\n<li>Collect customer feedback through in-app surveys like <a href=\"https:\/\/userpilot.com\/blog\/nps-survey-software\/\" target=\"_blank\" rel=\"noopener noreferrer\">NPS<\/a>, <a href=\"https:\/\/userpilot.com\/blog\/customer-satisfaction-survey-best-practices\/\" target=\"_blank\" rel=\"noopener noreferrer\">CSAT<\/a>, and <a href=\"https:\/\/userpilot.com\/blog\/customer-effort-score\/\" target=\"_blank\" rel=\"noopener noreferrer\">CES surveys<\/a> to capture timely and relevant insights.<\/li>\n<li><a href=\"https:\/\/userpilot.com\/blog\/survey-analytics\/\" target=\"_blank\" rel=\"noopener noreferrer\">Analyze survey responses <\/a>to identify common themes and sentiments, uncovering specific issues and areas of satisfaction.<\/li>\n<li>Assign positive and negative scores to responses to calculate the overall customer sentiment score and track changes over time.<\/li>\n<li>Combine sentiment scores with other data points to gain a holistic view of the customer experience (and create a <a href=\"https:\/\/userpilot.com\/blog\/customer-experience-improvement\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer-centric experience<\/a>).<\/li>\n<\/ol>\n<ul>\n<li>Let\u2019s go over some strategies to improve your customer sentiment score:<\/li>\n<\/ul>\n<ol type=\"1\">\n<li><a href=\"https:\/\/userpilot.com\/blog\/improve-customer-experience-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">Improve customer experience<\/a> based on feedback insights, prioritizing areas of dissatisfaction to <a href=\"https:\/\/userpilot.com\/blog\/improve-customer-satisfaction\/\" target=\"_blank\" rel=\"noopener noreferrer\">enhance customer satisfaction<\/a>.<\/li>\n<li>Track customer sentiment score to measure the effectiveness of <a href=\"https:\/\/userpilot.com\/blog\/product-strategy-development\/\" target=\"_blank\" rel=\"noopener noreferrer\">product strategies<\/a> and identify areas for improvement.<\/li>\n<li>Proactively engage with customers through direct interactions, <a href=\"https:\/\/userpilot.com\/blog\/contextual-email-marketing\/\" target=\"_blank\" rel=\"noopener noreferrer\">personalized emails<\/a>, and loyalty programs to improve satisfaction.<\/li>\n<li>Personalize customer interactions by <a href=\"https:\/\/userpilot.com\/blog\/user-segmentation\/\" target=\"_blank\" rel=\"noopener noreferrer\">segmenting the user base<\/a> and tailoring communications, offers, and support to individual preferences.<\/li>\n<\/ol>\n<ul>\n<li>Userpilot can help you to: <a href=\"https:\/\/userpilot.com\/blog\/collect-customer-feedback\/\" target=\"_blank\" rel=\"noopener noreferrer\">collect feedback<\/a> for customer sentiment analytics, analyze <a href=\"https:\/\/userpilot.com\/blog\/user-profile\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer profiles<\/a>, access the <a href=\"https:\/\/userpilot.com\/blog\/nps-dashboard\/\" target=\"_blank\" rel=\"noopener noreferrer\">NPS dashboard<\/a>, and create customized <a href=\"https:\/\/userpilot.com\/blog\/in-app-guidance-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">in-app flows<\/a> to improve customer sentiment.<\/li>\n<li>You\u2019ll need a platform to do this. Why not <a href=\"https:\/\/userpilot.com\/userpilot-demo\" target=\"_blank\" rel=\"noopener noreferrer\">book a Userpilot demo<\/a> to see how you can gather feedback, calculate your score, and increase it?<\/li>\n<\/ul>\n<h2 id=\"pp9b\"><strong>What is customer sentiment?<\/strong><\/h2>\n<p><a href=\"https:\/\/userpilot.com\/blog\/customer-sentiment-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">Customer sentiment<\/a> refers to customers&#8217; emotions and attitudes towards your brand, product, or service. It touches on their overall feelings\u2014whether positive, negative, or neutral\u2014and provides insights into their satisfaction and loyalty levels.<\/p>\n<p>It goes beyond surface-level feedback and it involves <a href=\"https:\/\/userpilot.com\/blog\/feedback-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">analyzing feedback<\/a> from various sources (such as social media, customer reviews, <a href=\"https:\/\/userpilot.com\/blog\/user-feedback-survey-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">surveys<\/a>, and direct interactions). This way, you can identify areas of improvement and enhance the product experience to meet customer needs more effectively.<\/p>\n<h2 id=\"2msa6\"><strong>What is the customer sentiment score?<\/strong><\/h2>\n<p>The customer sentiment score is a <a href=\"https:\/\/userpilot.com\/blog\/quantitative-metrics\/\" target=\"_blank\" rel=\"noopener noreferrer\">quantitative metric <\/a>that measures customers&#8217; emotions and attitudes toward your brand, product, or service.<\/p>\n<p>It ranges from 0 to 100, and it\u2019s calculated by subtracting the percentage of negative responses (<a href=\"https:\/\/userpilot.com\/blog\/nps-detractors-guide\/\" target=\"_blank\" rel=\"noopener noreferrer\">detractors<\/a>) to the percentage of positive responses (promoters).<\/p>\n<h2 id=\"dtg3m\"><strong>What is a good sentiment score?<\/strong><\/h2>\n<p>A good sentiment score can vary widely depending on the industry and specific benchmarks. Generally, a higher sentiment score indicates a more positive overall customer feeling.<\/p>\n<p>But what&#8217;s considered &#8220;good&#8221; can differ from one sector to another. <strong>For example, according to <a href=\"https:\/\/www.retently.com\/blog\/good-net-promoter-score\/\" target=\"_blank\" rel=\"noopener noreferrer\">Retently\u2019s 2024 NPS benchmark<\/a>, here\u2019s the average sentiment score for each industry:<\/strong><\/p>\n<ul>\n<li>Insurance: 80<\/li>\n<li>Consulting: 76<\/li>\n<li>Financial Services: 73<\/li>\n<li>Technology &amp; Services: 61<\/li>\n<li>Ecommerce: 52<\/li>\n<li>Retail: 64<\/li>\n<li>Digital Marketing Agencies: 59<\/li>\n<li>B2B Software &amp; SaaS: 40<\/li>\n<li>Logistics &amp; Transportation: 40<\/li>\n<li>Construction: 37<\/li>\n<li>Cloud &amp; Hosting: 39<\/li>\n<li>Internet Software &amp; Services: 16.<\/li>\n<\/ul>\n<p>That said, a score between 0-30 can be pretty regular (with room for improvement). Higher than that, and your business is doing a good job at keeping generating promoters (more than 70 is excellent and translates into massive <a href=\"https:\/\/userpilot.com\/blog\/word-of-mouth-wom\/\" target=\"_blank\" rel=\"noopener noreferrer\">word-of-mouth<\/a> results).<\/p>\n<h2 id=\"d9msu\"><strong>Why is it crucial to measure customer sentiment?<\/strong><\/h2>\n<p>Measuring and <a href=\"https:\/\/userpilot.com\/blog\/customer-sentiment-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">analyzing customer sentiment<\/a> helps you stay aligned with your customer&#8217;s expectations and make improvements to enhance their overall experience.<\/p>\n<p>Not only that, staying on track with your customer sentiment is essential for several other reasons too, including:<\/p>\n<ul>\n<li><strong>Understand Customer Needs:<\/strong> You can gain insights into what your customers value most and what pain points they experience\u2014and provide a better service.<\/li>\n<li><strong>Enhance Customer Experience<\/strong>: You can identify areas where your service excels and areas that need improvement, leading to more satisfied and <a href=\"https:\/\/userpilot.com\/blog\/how-to-build-customer-loyalty\/\" target=\"_blank\" rel=\"noopener noreferrer\">loyal customers<\/a>.<\/li>\n<li><strong>Boost <a href=\"https:\/\/userpilot.com\/blog\/user-retention\/\" target=\"_blank\" rel=\"noopener noreferrer\">Customer Retention<\/a><\/strong>: Customers who feel positively about your brand are more likely to stay loyal and continue using your products or services.<\/li>\n<li><strong>Guide Business Strategy<\/strong>: Customer sentiment data provides actionable insights that can guide <a href=\"https:\/\/userpilot.com\/blog\/saas-customer-success-best-practices\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer success<\/a>, marketing, product development, <a href=\"https:\/\/userpilot.com\/blog\/in-app-customer-support\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer service<\/a>, and even sales.<\/li>\n<li><strong>Monitor <a href=\"https:\/\/userpilot.com\/blog\/product-health\/\" target=\"_blank\" rel=\"noopener noreferrer\">Brand Health<\/a><\/strong>: Keeping a pulse on customer sentiment helps you understand how your brand is perceived in the market and its reputation.<\/li>\n<\/ul>\n<h2 id=\"55fal\"><strong>How to perform customer sentiment analysis?<\/strong><\/h2>\n<p>Performing <a href=\"https:\/\/userpilot.com\/blog\/customer-sentiment-analysis\/\">customer sentiment analysis involves<\/a> several steps, from collecting feedback to deriving actionable insights.<\/p>\n<p>Let\u2019s go over each of them:<\/p>\n<h3 id=\"fkn7l\"><strong>Invest in sentiment analysis tools<\/strong><\/h3>\n<p>First, you\u2019ll need the right software to gather and analyze feedback. <a href=\"https:\/\/userpilot.com\/blog\/track-user-sentiment\/\" target=\"_blank\" rel=\"noopener noreferrer\">Sentiment analysis tools <\/a>are designed to interpret and categorize customer feedback accurately\u2014and provide actionable feedback.<\/p>\n<p>A good tool should include:<\/p>\n<ul>\n<li>Real-time analysis so you can stay up-to-date with the latest data at any time.<\/li>\n<li>Integration with multiple feedback sources (such as social media, <a href=\"https:\/\/docs.userpilot.com\/category\/69-net-promoter-score-nps\" target=\"_blank\" rel=\"noopener noreferrer\">NPS surveys<\/a>, and reviews).<\/li>\n<li>Survey builder so you can create, customize, and trigger sentiment surveys like NPS, CSAT, and CES.<\/li>\n<li>Detailed reporting capabilities where you can track changes over time and predict future trends based on customer data.<\/li>\n<\/ul>\n<h3 id=\"1aup2\"><strong>Collect customer feedback<\/strong><\/h3>\n<p>Now, you can start gathering feedback.<\/p>\n<p>For this, <a href=\"https:\/\/userpilot.com\/blog\/in-app-surveys\/\" target=\"_blank\" rel=\"noopener noreferrer\">in-app surveys<\/a> are an effective way to capture user feedback in real-time, directly within your app. These surveys can be triggered at strategic points in the <a href=\"https:\/\/userpilot.com\/blog\/how-to-analyze-the-customer-journey\/\" target=\"_blank\" rel=\"noopener noreferrer\">user journey<\/a>, ensuring that you capture relevant and timely feedback.<\/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\/03\/customer-experience-survey_c24fdea2d02aefa34f6029e87fe499e4.gif 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/customer-experience-survey_c24fdea2d02aefa34f6029e87fe499e4.gif 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/customer-experience-survey_c24fdea2d02aefa34f6029e87fe499e4.gif\" alt=\"csat survey customer sentiment score\" \/><\/picture><figcaption>CSAT survey example.<\/figcaption><\/figure>\n<p>Some of these include:<\/p>\n<ul>\n<li><strong><a href=\"https:\/\/docs.userpilot.com\/category\/69-net-promoter-score-nps\" target=\"_blank\" rel=\"noopener noreferrer\">NPS surveys.<\/a><\/strong> It asks customers how likely they are to recommend your product or service to others on a scale of 0 to 10. Great for <a href=\"http:\/\/userpilot.com\/blog\/measure-customer-loyalty\" target=\"_blank\" rel=\"noopener noreferrer\">measuring customer loyalty<\/a> and differentiate between promoters, passives, and detractors.<\/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\/2026\/03\/nps-question_7202f5c3b184a40a4b29fac622dd3644_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/nps-question_7202f5c3b184a40a4b29fac622dd3644_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/nps-question_7202f5c3b184a40a4b29fac622dd3644_800.png\" alt=\"nps survey customer sentiment score\" \/><\/picture><figcaption>NPS survey example.<\/figcaption><\/figure>\n<ul>\n<li><strong><a href=\"https:\/\/userpilot.com\/blog\/csat-survey-template\/\" target=\"_blank\" rel=\"noopener noreferrer\">CSAT surveys.<\/a><\/strong> Ask users how satisfied they are with your product, a feature, support, etc.<\/li>\n<li><strong><a href=\"https:\/\/userpilot.com\/blog\/customer-effort-score\/\" target=\"_blank\" rel=\"noopener noreferrer\">CES surveys.<\/a><\/strong> It measures how much effort it takes to use your product.<\/li>\n<\/ul>\n<p><strong>Pro tip: <\/strong><a href=\"https:\/\/userpilot.com\/blog\/follow-up-questions\/\" target=\"_blank\" rel=\"noopener noreferrer\">Follow up <\/a>these surveys with an <a href=\"https:\/\/userpilot.com\/blog\/open-ended-questions\/\" target=\"_blank\" rel=\"noopener noreferrer\">open-ended question<\/a> so users can provide more details behind their answers.<\/p>\n<h3 id=\"d5e4i\"><strong>Analyze survey responses<\/strong><\/h3>\n<p>Once you\u2019ve collected feedback, it\u2019s time to visualize the data to identify common words and sentiments among user responses.<\/p>\n<p>Your <a href=\"https:\/\/userpilot.com\/blog\/customer-sentiment-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">sentiment analysis tool<\/a> of choice will show you how many responses you got, what answers were chosen (and their percentage), and the individual answers to the open-ended questions.<\/p>\n<p>Here, dive deeper into the responses to uncover specific issues, praises, and suggestions. Look for recurring themes and patterns that can highlight common pain points or areas of satisfaction.<\/p>\n<p>The goal is to reveal the underlying causes of customer sentiment, enabling you to address root issues effectively.<\/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\/03\/survey-results_c57efdd7cdd5954663ac2fe031ead437_800.png 1x, https:\/\/images.storychief.com\/account_6827\/survey-results_c57efdd7cdd5954663ac2fe031ead437_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/survey-results_c57efdd7cdd5954663ac2fe031ead437_800.png 1x, https:\/\/images.storychief.com\/account_6827\/survey-results_c57efdd7cdd5954663ac2fe031ead437_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/survey-results_c57efdd7cdd5954663ac2fe031ead437_800.png\" alt=\"customer sentiment score dashboard\" \/><\/picture><figcaption>Analyzing customer sentiment with <a href=\"https:\/\/userpilot.com\/userpilot-demo\" target=\"_blank\" rel=\"noopener noreferrer\">Userpilot<\/a>.<\/figcaption><\/figure>\n<h3 id=\"2ss2h\"><strong>Give positive and negative scores to responses<\/strong><\/h3>\n<p>Now, to calculate the customer sentiment score, you need to assign a sentiment to each response.<\/p>\n<p>In general, positive feedback receives the highest scores, negative sentiments receive a low score, and neutral sentiment falls in between. For example, for <a href=\"https:\/\/userpilot.com\/blog\/nps-survey-software\/\" target=\"_blank\" rel=\"noopener noreferrer\">NPS surveys<\/a>, promoters respond with a score of 9-10, detractors with a score of 1-5, and neutrals between 6 and 8.<\/p>\n<p>This scoring process can be done manually or automated using sentiment analysis tools that assign scores based on the detected sentiment. The result will be your customer sentiment score, making it easier to track changes and trends over time.<\/p>\n<p>This way, you can get a snapshot of customer sentiment at a given time. And as a result, assess the effectiveness of your<a href=\"https:\/\/userpilot.com\/blog\/product-strategy-development\/\" target=\"_blank\" rel=\"noopener noreferrer\"> product strategies<\/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\/03\/nps-dashboard-responses_afe54e6e765a37a07c097d7dc6596bbe_800.png 1x, https:\/\/images.storychief.com\/account_6827\/nps-dashboard-responses_afe54e6e765a37a07c097d7dc6596bbe_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/nps-dashboard-responses_afe54e6e765a37a07c097d7dc6596bbe_800.png 1x, https:\/\/images.storychief.com\/account_6827\/nps-dashboard-responses_afe54e6e765a37a07c097d7dc6596bbe_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/nps-dashboard-responses_afe54e6e765a37a07c097d7dc6596bbe_800.png\" alt=\"customer sentiment scoring\" \/><\/picture><figcaption>Scoring customer feedback with <a href=\"https:\/\/userpilot.com\/userpilot-demo\" target=\"_blank\" rel=\"noopener noreferrer\">Userpilot<\/a>.<\/figcaption><\/figure>\n<h3 id=\"2tov6\"><strong>Gather customer sentiment insights<\/strong><\/h3>\n<p>Combining sentiment scores with other data points provides a holistic view of the <a href=\"https:\/\/userpilot.com\/blog\/glossary-what-is-customer-experience\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer experience<\/a>.<\/p>\n<p>For example, pairing sentiment analysis data with customer demographics, purchase history, and usage patterns can reveal deeper insights into how your product resonates with different <a href=\"https:\/\/userpilot.com\/blog\/customer-segmentation\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer segments<\/a>\u2014and decide how to make your product appeal to those audiences.<\/p>\n<p>This way, if sentiment analysis reveals dissatisfaction with a particular feature, you can prioritize improvements in that area. If other aspects of your product get positive customer sentiment, leverage these strengths in your marketing and customer engagement efforts.<\/p>\n<p>As a result, you can create a more <a href=\"https:\/\/userpilot.com\/blog\/customer-experience-improvement\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer-centric<\/a> approach that leads to a bigger community of loyal customers.<\/p>\n<h2 id=\"bgj8f\"><strong>How to improve customer sentiment score<\/strong><\/h2>\n<p>Now, let\u2019s look at four key strategies to improve customer sentiment score:<\/p>\n<h3 id=\"88el\"><strong>Improve customer experience based on the insights from customer feedback<\/strong><\/h3>\n<p>A high customer sentiment score is often linked to a smooth customer experience.<\/p>\n<p>That said, you can use <a href=\"https:\/\/userpilot.com\/blog\/customer-satisfaction-survey-best-practices\/\" target=\"_blank\" rel=\"noopener noreferrer\">CSAT<\/a> or <a href=\"https:\/\/userpilot.com\/blog\/customer-effort-score-survey-template\/\" target=\"_blank\" rel=\"noopener noreferrer\">CES surveys <\/a>to identify areas where customers have expressed dissatisfaction and prioritize addressing these issues to enhance the customer experience.<\/p>\n<p>This data can also be used as a qualitative customer service metric. For example, if customers frequently mention slow response times from <a href=\"https:\/\/userpilot.com\/blog\/in-app-customer-support\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer support<\/a>, invest in training and expanding your support team to ensure quicker and more efficient responses.<\/p>\n<h3 id=\"floag\"><strong>Regularly measure customer sentiment score<\/strong><\/h3>\n<p>Regularly tracking customer sentiment scores is crucial for tracking the effect of your product strategies and identifying more areas for improvement.<\/p>\n<p>For this, make sure to <a href=\"https:\/\/userpilot.com\/blog\/in-app-surveys\/\" target=\"_blank\" rel=\"noopener noreferrer\">send surveys<\/a> frequently and perform sentiment analysis every quarter as you implement different strategies.<\/p>\n<p>The best moments to do this can be after major <a href=\"https:\/\/userpilot.com\/blog\/product-updates-guide\/\" target=\"_blank\" rel=\"noopener noreferrer\">product updates<\/a>, during key business milestones, or following significant marketing campaigns.<\/p>\n<p>As a result, you\u2019ll be able to gauge the immediate impact of your actions and adjust strategies accordingly.<\/p>\n<h3 id=\"8rs19\"><strong>Proactively engage with customers to improve customer satisfaction<\/strong><\/h3>\n<p>One way to improve sentiment scores is to get yourself out there and engage more with customers.<\/p>\n<p>This can mean reaching out to customers directly to <a href=\"https:\/\/userpilot.com\/blog\/user-feedback\/\" target=\"_blank\" rel=\"noopener noreferrer\">gather feedback<\/a>, address specific concerns, and show appreciation for their loyalty. You can also send<a href=\"https:\/\/userpilot.com\/blog\/contextual-email-marketing\/\" target=\"_blank\" rel=\"noopener noreferrer\"> personalized emails<\/a>, follow up with surveys, and provide direct customer support to make customers feel valued and heard.<\/p>\n<p>For example, you can implement a loyalty program that rewards (e.g. discounts, early access, exclusive content) customers for providing feedback, engaging with your product, and bringing <a href=\"https:\/\/userpilot.com\/blog\/word-of-mouth-wom\/\" target=\"_blank\" rel=\"noopener noreferrer\">referrals<\/a>. This way, you can provide value to your user base and improve their sentiment toward your brand.<\/p>\n<h3 id=\"1hemi\"><strong>Personalize customer interactions<\/strong><\/h3>\n<p>According to a <a href=\"https:\/\/www.mckinsey.com\/capabilities\/growth-marketing-and-sales\/our-insights\/the-value-of-getting-personalization-right-or-wrong-is-multiplying\" target=\"_blank\" rel=\"nofollow noopener\">McKinsey study<\/a>, 76 to 78% of consumers are more likely to purchase, recommend, and make repeat purchases from companies that personalize the customer experience (i.e. better customer sentiment).<\/p>\n<p>The best way to personalize CX is by <a href=\"https:\/\/userpilot.com\/blog\/user-segmentation\/\" target=\"_blank\" rel=\"noopener noreferrer\">segmenting your user base<\/a> and designing communications, offers, and support experiences to individual preferences and behaviors.<\/p>\n<p>For instance, you can <a href=\"https:\/\/userpilot.com\/blog\/personalized-customer-experience\/\" target=\"_blank\" rel=\"noopener noreferrer\">personalize email campaigns<\/a> by addressing customers by their names and recommending products based on their past purchases. This level of personalization makes customers feel recognized and appreciated, leading to more positive sentiments.<\/p>\n<h2 id=\"50m2p\"><strong>Tracking and improving customer sentiment score with Userpilot<\/strong><\/h2>\n<p>Userpilot offers a comprehensive suite of tools designed to help you track and improve your customer sentiment score.<\/p>\n<p>Here\u2019s how you can leverage Userpilot\u2019s features to enhance customer satisfaction:<\/p>\n<ul>\n<li>Collect feedback by creating and triggering <a href=\"https:\/\/userpilot.com\/blog\/in-app-surveys\/\" target=\"_blank\" rel=\"noopener noreferrer\">in-app surveys<\/a> inside your app, such as<a href=\"https:\/\/userpilot.com\/blog\/types-of-nps-surveys\/\" target=\"_blank\" rel=\"noopener noreferrer\"> NPS surveys<\/a>, <a href=\"https:\/\/userpilot.com\/blog\/customer-effort-score-survey-template\/\" target=\"_blank\" rel=\"noopener noreferrer\">CES surveys<\/a>, and <a href=\"https:\/\/userpilot.com\/blog\/csat-survey-template\/\" target=\"_blank\" rel=\"noopener noreferrer\">CSAT surveys<\/a>. These can be triggered automatically so you can collect feedback on your sleep.<\/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\/2026\/03\/survey-templates-all_dbb033bfed4fabbbd9b25a37ef699728.gif 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/survey-templates-all_dbb033bfed4fabbbd9b25a37ef699728.gif 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/survey-templates-all_dbb033bfed4fabbbd9b25a37ef699728.gif\" alt=\"survey templates\" \/><\/picture><figcaption>Survey templates in <a href=\"https:\/\/userpilot.com\/userpilot-demo\" target=\"_blank\" rel=\"noopener noreferrer\">Userpilot<\/a>.<\/figcaption><\/figure>\n<ul>\n<li>Analyze <a href=\"https:\/\/userpilot.com\/blog\/user-profile\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer\u2019s profiles <\/a>to check their survey responses and track their sentiment. This way, you can identify patterns or trends from different customer segments.<\/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\/2026\/03\/user-profile-gif_2f8a5003817627fece0f3255c4ededcc.gif 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/user-profile-gif_2f8a5003817627fece0f3255c4ededcc.gif 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/user-profile-gif_2f8a5003817627fece0f3255c4ededcc.gif\" alt=\"customer profiles\" \/><\/picture><figcaption>Checking customer profiles with <a href=\"https:\/\/userpilot.com\/userpilot-demo\" target=\"_blank\" rel=\"noopener noreferrer\">Userpilot<\/a>.<\/figcaption><\/figure>\n<ul>\n<li>Get access to an <a href=\"https:\/\/userpilot.com\/blog\/nps-dashboard\/\" target=\"_blank\" rel=\"noopener noreferrer\">NPS dashboard<\/a> where you can watch metrics like NPS, response rates, and the distribution of promoters, passives, and <a href=\"https:\/\/userpilot.com\/blog\/nps-detractors-guide\/\" target=\"_blank\" rel=\"noopener noreferrer\">detractors<\/a>. You can also filter results by different segments to get deeper insights.<\/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\/2026\/03\/nps-dashboard-2_9f7767de8daa3cbfba959efe8c947f6a_800.png 1x, https:\/\/images.storychief.com\/account_6827\/nps-dashboard-2_9f7767de8daa3cbfba959efe8c947f6a_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/nps-dashboard-2_9f7767de8daa3cbfba959efe8c947f6a_800.png 1x, https:\/\/images.storychief.com\/account_6827\/nps-dashboard-2_9f7767de8daa3cbfba959efe8c947f6a_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/nps-dashboard-2_9f7767de8daa3cbfba959efe8c947f6a_800.png\" alt=\"nps dashboard\" \/><\/picture><figcaption>NPS dashboard on <a href=\"https:\/\/userpilot.com\/userpilot-demo\" target=\"_blank\" rel=\"noopener noreferrer\">Userpilot<\/a>.<\/figcaption><\/figure>\n<ul>\n<li>Create customized in-app flows and <a href=\"https:\/\/userpilot.com\/blog\/user-onboarding\/\" target=\"_blank\" rel=\"noopener noreferrer\">onboarding experiences<\/a> based on customer feedback and sentiment analysis. Including built-in tracking features to watch over the performance of <a href=\"https:\/\/userpilot.com\/blog\/onboarding-tooltips-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">tooltips<\/a>, <a href=\"https:\/\/userpilot.com\/blog\/user-onboarding-checklist-tips\/\" target=\"_blank\" rel=\"noopener noreferrer\">checklists<\/a>, and so on.<\/li>\n<\/ul>\n<figure class=\"image strchf-type-image regular strchf-size-regular strchf-align-center\"><picture><source srcset=\"https:\/\/userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/miro-flow-builder-example_db41936b4304d8affbb7302eb17f88f1.gif 1x, https:\/\/userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/miro-flow-builder-example_db41936b4304d8affbb7302eb17f88f1.gif 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/miro-flow-builder-example_db41936b4304d8affbb7302eb17f88f1.gif 1x, https:\/\/userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/miro-flow-builder-example_db41936b4304d8affbb7302eb17f88f1.gif 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/userpilot.com\/blog\/wp-content\/uploads\/2026\/03\/miro-flow-builder-example_db41936b4304d8affbb7302eb17f88f1.gif\" alt=\"in app flow\" \/><\/picture><figcaption>Creating an in-app flow with <a href=\"https:\/\/userpilot.com\/userpilot-demo\" target=\"_blank\" rel=\"noopener noreferrer\">Userpilot<\/a>.<\/figcaption><\/figure>\n<h2 id=\"br6s6\"><strong>Conclusion<\/strong><\/h2>\n<p>Understanding and improving your customer sentiment score can lead to enhanced customer satisfaction, boost customer loyalty, and drive long-term growth.<\/p>\n<p>By taking the time to regularly measure and act on customer sentiment data, you\u2019ll be able to stay aligned with your customers&#8217; needs and expectations.<\/p>\n<p>Since you\u2019ll need a platform to do this, why not <a href=\"https:\/\/userpilot.com\/userpilot-demo\" target=\"_blank\" rel=\"noopener noreferrer\">book a Userpilot demo<\/a> to see how you can gather feedback, calculate your score, and increase it?<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The customer sentiment score can help you tell how well-perceived your brand is. But how can you measure and improve it? Let\u2019s explore the customer sentiment score, how to measure it with user feedback, and what strategies you can execute to elevate the customer experience.<\/p>\n","protected":false},"author":24,"featured_media":186627,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[23],"tags":[941,446,235,1777,6152,4970,201,236,427],"class_list":["post-186626","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-good-ux-inspiration","tag-collect-feedback","tag-customer-experience","tag-customer-feedback","tag-customer-sentiment","tag-customer-sentiment-score","tag-cx","tag-user-experience","tag-user-feedback","tag-ux"],"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>What is Customer Sentiment Score &amp; How to Measure It?<\/title>\n<meta name=\"description\" content=\"How can you measure customer sentiment score and improve it? 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