{"id":15580,"date":"2022-04-16T14:41:56","date_gmt":"2022-04-16T14:41:56","guid":{"rendered":"https:\/\/userpilot.com\/blog\/ai-in-customer-service\/"},"modified":"2026-03-08T16:12:26","modified_gmt":"2026-03-08T16:12:26","slug":"ai-in-customer-service","status":"publish","type":"post","link":"https:\/\/userpilot.com\/blog\/ai-in-customer-service\/","title":{"rendered":"How to Effectively Use AI in Customer Service in 2026"},"content":{"rendered":"<p>Working with AI in customer service can make all the difference.<\/p>\n<p>From streamlining your customer service processes, saving on costs, and elevating the customer experience\u2014AI is changing the way you can provide <a href=\"https:\/\/userpilot.com\/solutions\/in-app-support\/\" target=\"_blank\" rel=\"noopener noreferrer\">in-app support<\/a>.<\/p>\n<p>That said, let\u2019s discuss AI and explain how you can use it to refine and scale customer service.<\/p>\n<h2 id=\"8frnj\"><strong>What is AI in customer service?<\/strong><\/h2>\n<p>AI in customer service refers to leveraging artificial intelligence technologies (such as chatbots or virtual assistants) to scale <a href=\"https:\/\/userpilot.com\/blog\/saas-customer-support\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer support<\/a>, automate customer service processes, save time, and reduce costs associated with customer requests.<\/p>\n<p>AI can provide quick, personalized responses to customer inquiries, streamline the resolution process, and <a href=\"https:\/\/userpilot.com\/blog\/predict-customer-needs\/\" target=\"_blank\" rel=\"noopener noreferrer\">predict future customer needs<\/a>. This means you can use it to offer 24\/7 support, improve customer satisfaction, and reduce operational costs (which we cover in this article).<\/p>\n<h2 id=\"1a44i\"><strong>What benefits does AI provide for customer service experience?<\/strong><\/h2>\n<p>The benefits of AI include:<\/p>\n<ul>\n<li><strong>24\/7 Availability<\/strong>: AIs can operate continuously, providing consistent support at any time of the day.<\/li>\n<li><strong>Quick Response Time<\/strong>: AI chatbots can deliver immediate responses to common customer queries, reducing wait times.<\/li>\n<li><strong>Better Cost Efficiency<\/strong>: Reduces the need for a large customer service team, lowering operational costs.<\/li>\n<li><strong>Scalability<\/strong>: Easily handles varying volumes of service requests without the need for additional resources.<\/li>\n<li><strong>Less Error<\/strong>: Minimizes human errors in customer service by automating routine tasks and responses.<\/li>\n<\/ul>\n<p><!-- AI in Customer Service Quiz Container --><\/p>\n<div class=\"customer-feedback-quiz\">\n<p><!-- Progress Bar --><\/p>\n<div class=\"progress-container\">\n<div class=\"progress-bar\" style=\"width: 20%;\"><\/div>\n<\/div>\n<p><!-- Question 1 --><\/p>\n<div id=\"question-1\" class=\"quiz-stage active\" data-progress=\"20\">\n<h3>What&#8217;s your biggest challenge with customer service right now?<\/h3>\n<div class=\"answer-options\"><button class=\"answer-button\" data-next=\"question-2\">High volume of repetitive questions.<\/button><br \/>\n<button class=\"answer-button\" data-next=\"question-2\">Slow response times, especially outside business hours.<\/button><br \/>\n<button class=\"answer-button\" data-next=\"question-2\">Onboarding new support agents takes too long.<\/button><br \/>\n<button class=\"answer-button\" data-next=\"question-2\">Lack of insights into what customers are struggling with.<\/button><\/div>\n<\/div>\n<p><!-- Question 2 --><\/p>\n<div id=\"question-2\" class=\"quiz-stage\" data-progress=\"50\">\n<h3>How would you describe your current use of automation in support?<\/h3>\n<div class=\"answer-options\"><button class=\"answer-button\" data-next=\"question-3\">We don&#8217;t use any automation or AI yet.<\/button><br \/>\n<button class=\"answer-button\" data-next=\"question-3\">We have some basic email auto-responders.<\/button><br \/>\n<button class=\"answer-button\" data-next=\"question-3\">We use a simple chatbot for basic FAQs.<\/button><br \/>\n<button class=\"answer-button\" data-next=\"question-3\">We&#8217;re actively using AI in customer service but want to do more.<\/button><\/div>\n<\/div>\n<p><!-- Question 3 --><\/p>\n<div id=\"question-3\" class=\"quiz-stage\" data-progress=\"80\">\n<h3>What&#8217;s the most important outcome you want from using AI in customer service?<\/h3>\n<div class=\"answer-options\"><button class=\"answer-button\" data-next=\"final-stage\">Deflect more tickets and reduce support costs.<\/button><br \/>\n<button class=\"answer-button\" data-next=\"final-stage\">Provide instant, 24\/7 support to our customers.<\/button><br \/>\n<button class=\"answer-button\" data-next=\"final-stage\">Improve customer satisfaction (CSAT) scores.<\/button><br \/>\n<button class=\"answer-button\" data-next=\"final-stage\">Free up our human agents to focus on complex issues.<\/button><\/div>\n<\/div>\n<p><!-- Final Stage \/ CTA --><\/p>\n<div id=\"final-stage\" class=\"quiz-stage\" data-progress=\"100\">\n<h3>Ready to see how AI in customer service can solve this?<\/h3>\n<p style=\"margin-bottom: 25px; font-size: 1.1em; color: #555;\">Userpilot can help you deploy AI-powered, contextual support right inside your app to deflect tickets and improve user satisfaction. See exactly how it works.<\/p>\n<div class=\"answer-options\"><a id=\"final-cta\" class=\"answer-button\" style=\"text-decoration: none;\" href=\"https:\/\/userpilot.com\/userpilot-demo\/\" target=\"_self\">Get a Custom Demo<\/a><\/div>\n<\/div>\n<\/div>\n<p><!-- Link to the external JavaScript file --><br \/>\n<script defer src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2025\/07\/quizv1.js\"><\/script><\/p>\n<h2 id=\"bd0v4\"><strong>How many companies use AI in customer service?<\/strong><\/h2>\n<p>Businesses of all types are already adopting AI to enhance their processes, save time, cut costs, and improve the customer experience.<\/p>\n<p>Here\u2019s some context:<\/p>\n<ul>\n<li>According to <a href=\"https:\/\/www.precedenceresearch.com\/generative-ai-in-customer-services-market\" target=\"_blank\" rel=\"nofollow noopener\">Precedence Research<\/a>, the market size of generative AI reached $385.84 million, and it\u2019s expected to grow to $2,897.57 million by 2032.<\/li>\n<li>A <a href=\"https:\/\/prod.ucwe.capgemini.com\/wp-content\/uploads\/2023\/07\/2023-07-27_Gen-AI-for-CX-POV_Opt1_v3_MD-1.pdf\" target=\"_blank\" rel=\"nofollow noopener\">Capgemini research<\/a> found that 63% of retailers are already using generative AI to improve customer service.<\/li>\n<li>Hubspot conducted a survey where <a href=\"https:\/\/offers.hubspot.com\/ai-marketing?hubs_post-cta=anchor&amp;hubs_post=blog.hubspot.com%2Fmarketing%2Fhow-ai-will-change-businesses&amp;hubs_signup-url=blog.hubspot.com%2Fmarketing%2Fhow-ai-will-change-businesses&amp;hubs_signup-cta=cta_button\" target=\"_blank\" rel=\"nofollow noopener\">63% of business leaders<\/a> reported that they\u2019ve already invested in AI and automation tools for their employees, and 28% of these business leaders found success in cutting costs. Plus, a full 91% of customer service reps who use AI said that chatbots are already responding to customer queries effectively.<\/li>\n<\/ul>\n<p>That said, it is clear that at least more than half of your competition is at least investing in AI tools to improve their business.<\/p>\n<h2 id=\"5hrn3\"><strong>9 ways customer service teams can use AI to improve customer experience<\/strong><\/h2>\n<p>Now, how can you get started in leveraging AI in your customer service processes?<\/p>\n<p>Let\u2019s go over 9 ways to use AI to provide an enhanced support experience:<\/p>\n<h3 id=\"b86bk\"><strong>1. Provide quick resolution to customer queries with AI-powered chatbots<\/strong><\/h3>\n<p>What if a user has a very specific problem that\u2019s hard to search with a <a href=\"https:\/\/userpilot.com\/blog\/knowledge-base-creation\/\" target=\"_blank\" rel=\"noopener noreferrer\">knowledge base<\/a>?<\/p>\n<p>At this point, AI is capable of understanding user queries, searching through existing resources, and generating relevant answers that are pretty likely to be useful\u2014which can <a href=\"https:\/\/userpilot.com\/blog\/how-to-use-ai-to-improve-the-customer-experience\/\" target=\"_blank\" rel=\"noopener noreferrer\">improve the customer experience<\/a>.<\/p>\n<p>You can use an <a href=\"https:\/\/userpilot.com\/blog\/examples-of-ai-in-marketing\/\" target=\"_blank\" rel=\"noopener noreferrer\">AI chatbot<\/a> for this, so your users can have an alternative option to seek answers without reaching out to support or browse through a sea of help articles.<\/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\/01\/biolytics_c92e3ec51162fa6cffd1cae7d0709f04_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/01\/biolytics_c92e3ec51162fa6cffd1cae7d0709f04_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/01\/biolytics_c92e3ec51162fa6cffd1cae7d0709f04_800.png\" alt=\"chatbot ai in customer service\" \/><\/picture><figcaption>Biolytics AI chatbot.<\/figcaption><\/figure>\n<h3 id=\"32r6o\"><strong>2. Improve customer satisfaction with personalized recommendations<\/strong><\/h3>\n<p>AI can significantly enhance customer service by providing personalized recommendations based on any sort of data, including <a href=\"https:\/\/userpilot.com\/blog\/feature-usage\/\" target=\"_blank\" rel=\"noopener noreferrer\">feature usage<\/a>, feedback, and support queries.<\/p>\n<p>For instance, if an AI notices a user engaging with a particular feature, it can automatically offer a tutorial video or an FAQ link before the user even reaches out for help.<\/p>\n<p>This not only helps you predict potential issues and address them proactively but also makes customers feel valued and understood\u2014increasing customer satisfaction and <a href=\"https:\/\/userpilot.com\/blog\/customer-retention-management\/\" target=\"_blank\" rel=\"noopener noreferrer\">retention rates<\/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\/01\/glood-ai_27128913132293132c7caa9500ece755_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/01\/glood-ai_27128913132293132c7caa9500ece755_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/01\/glood-ai_27128913132293132c7caa9500ece755_800.png\" alt=\"recommendations ai in customer service\" \/><\/picture><figcaption>Source: glood.ai.<\/figcaption><\/figure>\n<h3 id=\"et3eq\"><strong>3. Provide proactive customer service with predictive analytics<\/strong><\/h3>\n<p>As we mentioned, AI can predict potential issues and address them before they happen.<\/p>\n<p>With <a href=\"https:\/\/userpilot.com\/blog\/predictive-customer-analytics\/\" target=\"_blank\" rel=\"noopener noreferrer\">predictive analytics<\/a>, you can also predict customer behavior, sales, future revenue, potential risks, and more.<\/p>\n<p>As a result, you\u2019ll be able to provide <a href=\"https:\/\/userpilot.com\/blog\/proactive-customer-service\/\" target=\"_blank\" rel=\"noopener noreferrer\">proactive customer service<\/a>, tailor customer experiences, and optimize operations to meet future demands more effectively.<\/p>\n<h3 id=\"l2mm\"><strong>4. Provide quick answers to customers with AI recommendations<\/strong><\/h3>\n<p>As we also mentioned, AI can provide a quick resolution to customer queries.<\/p>\n<p>You can make your AI chatbots provide different options and alternatives to users depending on what they\u2019re looking for\u2014mimicking the role of a sales assistant.<\/p>\n<p>So if you get a user asking for the pricing of your product\u2019s enterprise plan, the AI can offer multiple options depending on their company size, business model, and industry, then explain each of those to the user.<\/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\/01\/chatbot-ai_66f1bc6f738131aa6be3e5c8e8451e83_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/01\/chatbot-ai_66f1bc6f738131aa6be3e5c8e8451e83_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/01\/chatbot-ai_66f1bc6f738131aa6be3e5c8e8451e83_800.png\" alt=\"ai in customer service personalized interactions\" \/><\/picture><figcaption>AI chatbot provides multiple options.<\/figcaption><\/figure>\n<h3 id=\"1mmi2\"><strong>5. Analyze customer feedback with sentiment analysis tools<\/strong><\/h3>\n<p>AI can now collect, analyze, and leverage data to understand how customers feel. It can help you understand <a href=\"https:\/\/userpilot.com\/blog\/customer-perception-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">user perception<\/a> towards a particular feature, product, or even an industry.<\/p>\n<p>For analyzing customer service data, AI can help you collect and process massive amounts of qualitative data, such as <a href=\"https:\/\/userpilot.com\/blog\/survey-analytics\/\" target=\"_blank\" rel=\"noopener noreferrer\">survey responses<\/a>, support tickets, or social media comments, and transform it into valuable data insights you can use to follow a more customer-centric strategy.<\/p>\n<p>For instance, AI <a href=\"https:\/\/userpilot.com\/blog\/customer-sentiment-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">sentiment analysis<\/a> might reveal that customers are \u201cdissatisfied\u201d with one of your core features. As a result, you can prioritize the development of this feature based on 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\/01\/monkeylearn-analytics_9fd0a5ff4e65a988b7978f3f9277d884_800.png 1x, https:\/\/images.storychief.com\/account_6827\/monkeylearn-analytics_9fd0a5ff4e65a988b7978f3f9277d884_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/01\/monkeylearn-analytics_9fd0a5ff4e65a988b7978f3f9277d884_800.png 1x, https:\/\/images.storychief.com\/account_6827\/monkeylearn-analytics_9fd0a5ff4e65a988b7978f3f9277d884_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/01\/monkeylearn-analytics_9fd0a5ff4e65a988b7978f3f9277d884_800.png\" alt=\"sentiment analysis ai in customer service\" \/><\/picture><figcaption>MonkeyLearn AI analytics.<\/figcaption><\/figure>\n<h3 id=\"dap9u\"><strong>6. Use natural language processing to route tickets to customer service agents automatically<\/strong><\/h3>\n<p>Natural language processing (NLP) and Machine Learning (ML) are technologies that allow AIs to understand and process human language.<\/p>\n<p>In <a href=\"https:\/\/userpilot.com\/blog\/customer-service-best-practices\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer service<\/a>, AI can automatically route customer support tickets to the most appropriate customer service agent based on their workload, skills, and the complexity of the query\u2014increasing the likelihood of a satisfactory experience with the support team.<\/p>\n<h3 id=\"km58\"><strong>7. Use interactive voice response (IVR) as the first line of defense for customer inquiries<\/strong><\/h3>\n<p>With speech recognition and natural language understanding, you can implement an AI-based IVR system to automate voice support and guide users through their unique problems based on their previous interactions.<\/p>\n<p>So if, for example, a customer calls to change their address after reaching out through chat for the same subject, the IVR can recognize this pattern and direct the call to the appropriate support channel or offer tailored solutions immediately.<\/p>\n<p>This allows you to manage high volumes of calls without increasing staffing costs. Also, customers benefit from reduced wait times and the ability to solve common issues through <a href=\"https:\/\/userpilot.com\/blog\/self-service-support-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">self-service options<\/a> at any time of the day.<\/p>\n<h3 id=\"ee6cb\"><strong>8. Use AI to improve your microcopies<\/strong><\/h3>\n<p>A great customer experience proceeds a highly effective customer service.<\/p>\n<p>That said, AI can also help you improve the customer experience by writing UX copy.<\/p>\n<p>With an integrated AI writer (like the one below), you can refine and optimize the copy for your tooltips, modals, and notifications to <a href=\"https:\/\/userpilot.com\/blog\/how-to-use-ai-to-improve-the-customer-experience\/\" target=\"_blank\" rel=\"noopener noreferrer\">improve the customer experience<\/a> and engage users.<\/p>\n<p><strong>Note: <\/strong>Although AI can be quite good at brainstorming and rewriting your copy, make sure to always review and heavily edit anything before making it live.<\/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\/01\/ai-wrtier_20f69041674b2c7748d7ecf63ef264ca.gif 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/01\/ai-wrtier_20f69041674b2c7748d7ecf63ef264ca.gif 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/01\/ai-wrtier_20f69041674b2c7748d7ecf63ef264ca.gif\" alt=\"ai in customer service writing microcopy\" \/><\/picture><figcaption>Writing microcopy with AI.<\/figcaption><\/figure>\n<h3 id=\"65si4\"><strong>9. Use AI to get insights into customer behavior<\/strong><\/h3>\n<p>Today, you can leverage AI to parse vast datasets, predict user behavior, and <a href=\"https:\/\/userpilot.com\/blog\/real-time-personalization\/\" target=\"_blank\" rel=\"noopener noreferrer\">personalize content<\/a> at scale. This, in turn, allows you to understand user behavior and optimize product features so they meet customer needs\u2014at a much faster pace.<\/p>\n<p>And since AI can sense human behavior patterns and trigger different messages, you can provide <a href=\"https:\/\/userpilot.com\/blog\/proactive-help\/\" target=\"_blank\" rel=\"noopener noreferrer\">proactive support<\/a> in many ways, such as:<\/p>\n<ul>\n<li>Offering <a href=\"https:\/\/userpilot.com\/blog\/in-app-guidance-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">in-app guidance<\/a> to remove friction and decrease the need for support.<\/li>\n<li>Monitoring customer conversations on social media and responding appropriately.<\/li>\n<li>Constantly <a href=\"https:\/\/userpilot.com\/blog\/in-app-feedback\/\" target=\"_blank\" rel=\"noopener noreferrer\">collecting feedback<\/a> from your users to anticipate the need for help.<\/li>\n<li>Informing customers and keeping them updated when issues happen.<\/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\/01\/userpilot-ai-analytics_a0d7536fee58ae1f6fa5c7614fe590bf_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/01\/userpilot-ai-analytics_a0d7536fee58ae1f6fa5c7614fe590bf_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/01\/userpilot-ai-analytics_a0d7536fee58ae1f6fa5c7614fe590bf_800.png\" alt=\"retention analysis ai in customer service\" \/><\/picture><figcaption>Performing retention analysis with AI (coming soon).<\/figcaption><\/figure>\n<h2 id=\"41dab\"><strong>What is the future of customer service with AI?<\/strong><\/h2>\n<p>AI is already disrupting multiple industries, and customer service is one of those.<\/p>\n<p>We\u2019ve seen what you can already do with AI to streamline your support processes and reduce costs, from improving your IVR systems to predicting user behavior to providing proactive customer service. That said, here\u2019s what seems to be the future of customer service once AI is completely developed and adopted by companies:<\/p>\n<ul>\n<li>Customers will have higher standards when interacting with customer service.<\/li>\n<li>The majority of customer queries will be solved with AI<\/li>\n<li>AIs will be able to predict customer needs and proactively address them.<\/li>\n<li>Offering a personalized service will be standard and expected from most users.<\/li>\n<li>The role of customer service teams will revolve around building relationships with customers, creating high-level strategies, and designing a <a href=\"https:\/\/userpilot.com\/blog\/self-service-support-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">self-service support<\/a> process that\u2019s flawless thanks to AI.<\/li>\n<\/ul>\n<h2 id=\"5qn7u\"><strong>How to get started with customer service AI?<\/strong><\/h2>\n<p>Here\u2019s how you can initiate your way into using AI in customer service without going into chaos:<\/p>\n<h3 id=\"9nbj6\"><strong>Define your goals and objectives<\/strong><\/h3>\n<p>Before integrating AI into your customer service, it\u2019s essential to clearly define what you want to achieve.<\/p>\n<p>What are you trying to get from AI? Are you looking to reduce response times, handle higher volumes of queries, or improve the personalization of customer interactions?<\/p>\n<p>For this, a best practice is to follow a <a href=\"https:\/\/userpilot.com\/blog\/goal-setting-frameworks-saas\/\" target=\"_blank\" rel=\"noopener noreferrer\">goal-setting framework<\/a> like SMART (Specific, Measurable, Achievable, Relevant, and Time-bound) to align your goals with the results your business needs.<\/p>\n<p>For example, a SMART engagement goal could be: \u201cReduce operational costs of customer support by 33% over the next quarter by revamping the IVR system and chatbots with new AI tools.\u201d<\/p>\n<h3 id=\"b3tqi\"><strong>Choose the right AI tools for your use cases<\/strong><\/h3>\n<p>Unless you\u2019re willing to create your own AI, selecting the right AI tools is a crucial step and should align with your defined goals.<\/p>\n<p>For instance, chatbots can help you manage routine inquiries efficiently, while AI-powered analytics tools can offer deeper insights into <a href=\"https:\/\/userpilot.com\/blog\/customer-behavior-analytics\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer behaviors<\/a> and preferences.<\/p>\n<p>Although there\u2019s no one-size-fits-all solution for everyone (yet), there are many factors you can consider when hunting for the best tool for you, including:<\/p>\n<ul>\n<li>Integration with your current tech stack.<\/li>\n<li><a href=\"https:\/\/docs.userpilot.com\/article\/212-localize-respurce-center-content\" target=\"_blank\" rel=\"noopener noreferrer\">Multi-Language<\/a> support.<\/li>\n<li>Enough scalability for your company\u2019s needs.<\/li>\n<li>Uses the latest AI technology for best performance.<\/li>\n<li>It\u2019s constantly learning and refining its outputs as you use it.<\/li>\n<\/ul>\n<h3 id=\"dd4a5\"><strong>Collect customer data and structure it<\/strong><\/h3>\n<p>Gathering and organizing customer data is vital for training your AI models effectively. This way, it can provide helpful insights, learn, and cement the basis for high-quality customer service.<\/p>\n<p>There are many ways to do it, and they include:<\/p>\n<ul>\n<li>Tracking user behavior through feature tagging and custom events.<\/li>\n<li>Sending <a href=\"https:\/\/userpilot.com\/blog\/in-app-surveys\/\" target=\"_blank\" rel=\"noopener noreferrer\">in-app surveys<\/a> for user feedback.<\/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\/01\/welcome-survey_b802f280a06da581fa23284773a4597f_800.png 1x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/01\/welcome-survey_b802f280a06da581fa23284773a4597f_800.png 1x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/01\/welcome-survey_b802f280a06da581fa23284773a4597f_800.png\" alt=\"welcome survey\" \/><\/picture><figcaption>Welcome survey example.<\/figcaption><\/figure>\n<ul>\n<li>Measuring key <a href=\"https:\/\/userpilot.com\/blog\/digital-product-metrics\/\" target=\"_blank\" rel=\"noopener noreferrer\">product metrics<\/a> such as product activity, DAUs, MAUs, and churn.<\/li>\n<li>Recording interviews with <a href=\"https:\/\/userpilot.com\/blog\/power-users\/\" target=\"_blank\" rel=\"noopener noreferrer\">power users<\/a> to understand their pain points, JTBDs, and needs.<\/li>\n<li>Analyzing details from customer emails, chat sessions, and voice calls to identify frequent inquiries and customer sentiment.<\/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\/01\/userpilot-customer-interactions_fcbef67d5afddb79638776d0e2c82a66_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-customer-interactions_fcbef67d5afddb79638776d0e2c82a66_1600.png 2x\" media=\"(max-width: 768px)\" \/><source srcset=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/01\/userpilot-customer-interactions_fcbef67d5afddb79638776d0e2c82a66_800.png 1x, https:\/\/images.storychief.com\/account_6827\/userpilot-customer-interactions_fcbef67d5afddb79638776d0e2c82a66_1600.png 2x\" media=\"(min-width: 769px)\" \/><img decoding=\"async\" src=\"https:\/\/blog-static.userpilot.com\/blog\/wp-content\/uploads\/2026\/01\/userpilot-customer-interactions_fcbef67d5afddb79638776d0e2c82a66_800.png\" alt=\"product analytics\" \/><\/picture><figcaption>Tracking user interactions with your product.<\/figcaption><\/figure>\n<h3 id=\"v69b\"><strong>Train your AI models using the prepared data<\/strong><\/h3>\n<p>With your data organized, the next step is to train your AI models to make sure they know your brand, your products, and your user\u2019s most common problems.<\/p>\n<p>Doing so involves:<\/p>\n<ul>\n<li>Using the structured data you collected to teach the AI how to respond in various scenarios.<\/li>\n<li>Testing its performance, measuring it, and fixing it with different data sets and prompts.<\/li>\n<li>Retraining and updating the AI as you collect more data and <a href=\"https:\/\/userpilot.com\/blog\/customer-wants-and-needs-analysis\/\" target=\"_blank\" rel=\"noopener noreferrer\">customer needs <\/a>keep changing.<\/li>\n<\/ul>\n<h3 id=\"cmhg9\"><strong>Integrate AI capabilities into your existing customer service infrastructure<\/strong><\/h3>\n<p>Once you have an AI tool that\u2019s prepared to tackle real-life problems, think about how you can implement it into your current processes.<\/p>\n<p>Remember, AI doesn\u2019t have to disrupt your service processes but complement it. So start by going task by task. What platforms are easier to integrate with your AI? Which ones can be monitored? How does it integrate with your CRM and <a href=\"https:\/\/userpilot.com\/blog\/help-center-software\/\" target=\"_blank\" rel=\"noopener noreferrer\">helpdesk platform<\/a>?<\/p>\n<p>Start with low-hanging fruits that can provide quick feedback and give you insights into how it\u2019s performing. If things start to work out, you can then keep expanding your way to streamline more and more parts of your customer service processes.<\/p>\n<h3 id=\"5tsga\"><strong>Train your customer service teams<\/strong><\/h3>\n<p>Training your teams is as important as training your AI.<\/p>\n<p>Staff should understand how to use AI tools effectively and interact with them whenever a complex issue is escalated to them\u2014they\u2019re going to deal with the problems AI can\u2019t solve after all.<\/p>\n<p>Thus, it\u2019s important to conduct training sessions for your customer service team so they can learn what the AI can do for them and what it can\u2019t, as well as go through a step-by-step process for interacting with the AI tool at work or in certain situations.<\/p>\n<h3 id=\"p78m\"><strong>Monitor and optimize<\/strong><\/h3>\n<p>To finally implement AI customer service, you need to carefully select the right metrics to measure its performance.<\/p>\n<p>These metrics should align with your SMART goals, as well as fit with your customer service objectives. For instance, metrics like tickets solved and CSAT after interactions are a good choice if your goal is to decrease operational costs.<\/p>\n<p>Once you start to measure <a href=\"https:\/\/userpilot.com\/blog\/product-management-kpis\/\" target=\"_blank\" rel=\"noopener noreferrer\">KPIs<\/a>, you can use insights from AI interactions to optimize both the AI&#8217;s performance and your overall<a href=\"https:\/\/userpilot.com\/blog\/customer-service-model\/\" target=\"_blank\" rel=\"noopener noreferrer\"> customer service strategy<\/a>\u2014and let the AI evolve alongside your brand.<\/p>\n<h2 id=\"6j6g\"><strong>Conclusion<\/strong><\/h2>\n<p>Businesses are rushing to start using AI in customer service, and you should, too.<\/p>\n<p>We\u2019ve covered different ways to leverage AI to provide proactive support, respond to customer queries quickly, and analyze data to a deeper level.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Working with AI in customer service can make all the difference. From streamlining your customer service processes, saving on costs, and elevating the customer experience\u2014AI is changing the way you can provide in-app support. That said, let\u2019s discuss AI and explain how you can use it to refine and scale customer service.<\/p>\n","protected":false},"author":19,"featured_media":563651,"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":[446,816,366,1755,5729,5052,201],"class_list":["post-15580","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-good-ux-inspiration","tag-customer-experience","tag-customer-service","tag-customer-support","tag-in-app-support","tag-in-app-support-2","tag-personalized-customer-experience","tag-user-experience"],"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>How to Effectively Use AI in Customer Service in 2026<\/title>\n<meta name=\"description\" content=\"AI in customer service is changing everything\u2014From streamlining your support activities, saving on costs, and elevating the UX. 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