A new CX Trends report reveals how contextual intelligence—powered by AI, data, and human understanding—is setting a new global benchmark for speed, personalisation, trust, and predictive service.
As we approach 2026, the way we experience customer service is shifting faster than ever. Businesses are no longer measured just by speed or efficiency; what truly sets them apart is their ability to understand you in the moment.
Zendesk’s 2026 Customer Experience (CX) Trends report highlights this shift, showing how contextual intelligence—the fusion of AI, real-time data, and human insight—is redefining what great service truly means.
CX Trends 2026 is based on insights from over 11,000 respondents worldwide, combining two global surveys conducted across 22 countries.
The study, based on insights from thousands of consumers, CX leaders, and customer service agents around the world, shows that the future of CX lies in intelligent, adaptive experiences that feel personal, predictive, and perfectly timed.
The Rise of Contextual Intelligence
This year’s report highlights how the most successful companies are blending the capabilities of AI with the emotional intelligence of human service, using data and context to anticipate needs and deliver help before customers even ask.
“AI is not the differentiator anymore. How intelligently you apply it is. When 85% of CX leaders say one unresolved issue is enough to lose a customer, speed, accuracy, and empathy become non-negotiable,” said Tom Eggemeier, Chief Executive Officer of Zendesk.
“The best systems connect past interactions to present intent to anticipate what is next, putting contextual intelligence in action. That is the balance Zendesk delivers: automation that feels personal and builds trust by bringing real context to every conversation.”
5 Key Trends Driving the Future of Service
The Zendesk CX Trends 2026 report identifies five key shifts shaping customer experiences in the year ahead:
1. Memory-Rich AI Enhances Personalisation
Memory-rich AI is raising the bar for personalisation by carrying context across channels and time—recalling past behaviour, timing, and preferences to deliver continuous, relevant interactions.
Consumers now expect service that picks up where they left off: 81% want agents to continue the conversation without backtracking, and 74% are frustrated when they have to repeat information.
As these capabilities mature, 67% expect brands to tailor support based on prior interactions. High-maturity organisations are already capitalising on this, with 85% of CX leaders calling it critical to building truly personalised journeys.
2. Instant Resolutions Become the Default
Instant resolutions are becoming the baseline expectation, as AI and self-service accelerate consumer demand for fast, accurate support across all touchpoints.
85% of CX leaders say customers will drop brands that cannot resolve issues on first contact, and 86% of consumers say responsiveness and accurate resolution highly influence their purchase decisions.
High-maturity firms report that AI materially accelerates first-reply and full-resolution speed, helping brands meet the rising expectations of modern customers, while 74% of consumers now expect 24/7 service due to AI.
3. Multimodal Support Transforms Communication
Multimodal support enables seamless help through the best combination of voice, chat, and visual sharing. Customers now expect to communicate in the way that best suits each interaction, while AI ensures continuity and efficiency across formats.
76% of consumers say they would choose a company that allows text, images, and video in the same thread without restarting, 79% of CX leaders say customers now expect the option to use video or visual sharing during support interactions, and 83% believe Voice AI is finally reaching the point where it has the potential to significantly evolve the CX.
High-maturity firms report that 93% of their AI agents handle at least one non-text medium, compared with just 54% for low-maturity peers.
4. Promptable Analytics Redefine CX Success
Promptable analytics and AI-driven metrics are redefining CX success. Leaders can now access real-time insights and actionable intelligence, empowering teams to make faster, data-informed decisions that align with both customer needs and internal objectives.
82% of leaders say promptable analytics unlock insights in seconds, 81% agree giving employees the ability to query data democratises decision-making, and 87% say AI is already improving data and analytics.
High-maturity firms track AI-driven metrics at triple the rate of low-maturity peers, including automation success rates (66% vs 21%).
5. AI Transparency Builds Trust and Loyalty
AI transparency has become a non-negotiable expectation, with consumers demanding clear explanations for automated decisions. Companies that embed transparent processes into AI workflows build trust and strengthen loyalty.
79% of consumers say plain-language reasoning is important, 95% expect an explanation for AI-made decisions, and 80% of CX leaders agree AI transparency will be required for any customer-facing AI within two years.
High-maturity organisations are preparing, with 98% already having or planning AI reasoning controls, in sharp contrast to only 40% of low-maturity organisations that report doing the same.
Together, these trends illustrate how intelligence and knowledge are converging to create faster, more personalised, and deeply aware customer experiences.
The Future of CX: Intelligent, Predictive, Human-Aware
This report underlines how contextual intelligence is becoming the defining force behind next-generation CXs. As contextual intelligence scales, companies will be able to anticipate needs, resolve issues instantly, and build trust through transparent and emotionally intelligent service.
As Tom Eggemeier puts it, “The best systems connect past interactions to present intent to anticipate what is next, putting contextual intelligence in action.”
This encapsulates the broader direction highlighted in the research: a future where intelligence, empathy, and timing converge to create experiences that strengthen customer trust.
Ultimately, contextual intelligence will become the foundation for companies to deliver exceptional CX, differentiate in the market, and cultivate lasting customer relationships.
ALSO READ: When Shelves Go Digital: The Next Frontier of Retail Intelligence



















Amplitude is a product analytics platform, enabling businesses to track visitors with the help of collaborative analytics. The platform leverages the capabilities of 




Zoho Social, a part of Zoho’s suite of 50+ products, is a comprehensive social media management platform for businesses and agencies. The Zoho Social dashboard includes a robust set of features, such as Publishing Calendar, Bulk Scheduler, and Approval Management to offer businesses all the essential social media publishing tools. Its monitoring tools help enterprises track and respond to relevant social conversations.

Microsoft Dynamics 365 represents a robust cloud-based CRM solution with features such as pipeline assessment, relationship analytics, and conversational intelligence. It utilises AI-powered insights to provide actionable intelligence via predictive analytics, lead scoring, sentiment analysis, etc. Currently, Microsoft operates in 190 countries and is made up of more than 220,000 employees worldwide.

HubSpot is an inbound marketing, sales, and customer service software provider, offering robust CRM and automation solutions. Some of its products include Marketing Hub, Sales Hub, Operations Hub, Content Hub, Commerce Hub, Marketing Analytics and Dashboard Software. Guided by its inbound methodology, HubSpot enables companies to prioritise innovation and customer success.
Monday.com is a project management software company, offering a cloud-based platform that enables businesses
Headquartered in San Mateo, California, Freshworks is a global AI-powered business software provider. Its tech stack includes a scalable and comprehensive suite for IT, customer support, sales, and marketing teams, ensuring value for immediate business impact. Its product portfolio includes Customer Service Suite, Freshdesk, Freshchat, Freshcaller, Freshsuccess, and Freshservice. Freshservice for Business Teams has helped several global organisations to enhance their operational efficiency.
Talkdesk offers an innovative AI-powered customer-centric tech stack to its global partners. The company provides generative AI integrations, delivering industry-specific solutions to its customers. Talkdesk CX Cloud and Industry Experience Clouds utilise modern machine learning and language models to enhance contact centre efficiency and client satisfaction.




The company offers comprehensive cloud-based solutions, such as Microsoft Dynamics 365, Gaming Consoles, Microsoft Advertising, Copilot, among other things, to help organisations offer enhanced CX and ROI. Its generative-AI-powered speech and voice recognition solutions,such as Cortana and Azure Speech Services empowers developers to build intelligent applications.
IBM is a global hybrid cloud and AI-powered
Uniphore is an enterprise-class, AI-native company that was incubated in 2008. Its enterprise-class multimodal AI and data platform unifies all elements of voice, video, text and data by leveraging Generative AI, Knowledge AI, Emotion AI and workflow automation. Some of its products include U-Self Serve, U-Assist, U-Capture, and U-Analyze. Its Q for Sale is a conversational intelligence software that guides revenue teams with AI-powered insights, offering clarity on how to effectively keep prospects engaged.
Google Cloud accelerates every organisation’s ability to digitally transform its business. Its enterprise-grade solutions leverage modern technology to solve the most criticial business problems
8×8 offers out-of-the-box contact centre solutions, assisting all-size businesses to efficiently meet customer needs and preferences. It offers custom CRM integrations support and integrates effortlessly with third-party CRMs like Salesforce, Microsoft Dynamics, Zendesk, and more. Offering global support in all time zones & development teams in 5 continents, its patented geo-routing solution ensures consistent voice quality.
Sprinklr is a comprehensive enterprise software company for all customer-focused functions. With advanced AI, Sprinklr’s unified customer experience management (Unified-CXM) platform lets organisations offer human experiences to every customer, every time, across any modern channel.


Upland offers a comprehensive suite of contact centre and customer service solutions with products including InGenius, Panviva, Rant & Rave, and RightAnswers. InGenius enables organisations to connect their existing phone system with CRM, further enhancing agent productivity. Panviva provides compliant and omnichannel capabilities for highly regulated industries. Whereas, Rant & Rave, and RightAnswers are its AI-powered solutions, 


Hootsuite, headquartered in Vancouver, is a social media management platform that streamlines the process of managing multiple social media accounts. Some of its core offerings include social media content planning and publishing, audience engagement tools, analytics and social advertising. Its easy-to-integrate capabilities help marketing teams to schedule and publish social media posts efficiently.

Brandwatch enables businesses to build and scale the optimal strategy for their clients with intuitive, use-case-focused tools that are easy and quick to master. Bringing together consumer intelligence and social media management, the company helps its users react to the trends that matter, collaborate on data-driven content, shield the brand from threats and manage all the social media channels at scale.


Adobe Experience Cloud offers a comprehensive set of applications, capabilities, and services specifically designed to address day-to-day requirement for personalised customer experiences at scale. Its platform helps play an essential role in managing different digital content or assets to improve customer happiness. Its easy-to-optimise content gives users appropriate marketing streams, ensuring product awareness.
Salesforce-owned Tableau is an AI-powered analytics and business intelligence platform, offering the breadth and depth of capabilities that serve the requirements of global enterprises in a seamless, integrated experience. Marketers can utilise generative AI models, AI-powered predictions, natural language querying, and recommendationsons.
Contentsquare is a cloud-based digital experience analytics platform, helping brands track billions of digital interactions, and turn those digital 


Zoho Corporation offers innovative and tailored software to help leaders grow their business. Zoho’s 55+ products aid sales and marketing, support and collaboration, finance, and recruitment requirements. Its customer analytics capabilities come with a conversational feature, Ask Zia. It enables users to ask questions and get insights in the form of reports and widgets in real-time.
Fullstory is a behavioural data platform, helping C-suite leaders make informed decisions by injecting digital behavioural data into its analytics stack. Its patented technology uncovers the power of quality behavioural data at scale, transforming every digital visit into actionable insights. Enterprises can increase funnel conversion and identify their highest-value customers effortlessly.

Started in 2005 in a Sweden-based small town, Norrköping, Voyado offers a customer experience cloud platform that includes a customer loyalty management system. This platform helps businesses design and implement customer loyalty programs, track customer 



TapMango provides a comprehensive, customisable, flexible and feature-rich customer loyalty program. The loyalty tools include an integrated suite of customised consumer-facing technology, easy-to-use merchant tools, and automation algorithms, all aimed at enhancing customer experience. Adaptable to any industry, TapMango’s platform helps merchants compete with larger chains, converting customer one-time purchases into profitable spending habits.






Adobe Experience Cloud offers a comprehensive set of applications, capabilities, and services specifically designed to address day-to-day requirements for personalised customer experiences at scale. Its innovative platform has played an essential role in managing different digital content or assets, to improve customer happiness or satisfaction. Some of its products include Adobe Gen Studio, Experience Manager Sites, Real-time CDP, and Marketo Engage.

