Who would have thought you could integrate artificial intelligence into customer experience (CX)? Today, customers demand faster resolutions, personalization and standard experiences across touchpoints.
In early to mid-2025, Merren published two major blog pieces highlighting CX trends for 2025: “CX Trends 2025: 13 Ways to Innovate Customer Experience” and “Role of AI in Customer Experience: What to Expect in 2025.”
Now that 2025 is essentially wrapped up, it’s time to look back: which predictions came true, which continue to unfold, and what new patterns should shape CX thinking in 2026 and beyond?
Key Predictions and Their Validity in 2025
1. AI-driven personalization
Merren prediction: brands will use AI and machine learning to analyze behavior and tailor experiences for each individual customer.
Truth in 2025:
AI-powered personalization did become near-ubiquitous in 2025. Industries from streaming services to retail used real-time models to analyze user choices and adjust content, offers, and journeys per user. Research shows that hyper-personalization powered by AI continues to be one of the most cited CX trends for 2025 globally.
Companies like Amazon and Netflix optimise recommendations and customer journeys in real time. Netflix and Amazon continued leading with AI algorithms for tailored content and shopping experiences, driving significant engagement.
Netflix’s data-powered recommendations and Amazon’s machine learning for suggestions reportedly increased revenue by up to 40% for brands using similar tech. This wasn’t entirely new (both companies pioneered it earlier) but 2025 saw broader mainstream scaling across industries.
2. Omnichannel Integration
Merren prediction: organisations will create seamless cross-channel journeys where customer data and context remain across web, app, store, mobile, messaging, and support channels.
Truth in 2025:
Omnichannel became standard expectation, no longer a differentiator, but a prerequisite for modern CX. Businesses moved beyond just having multiple channels to ensuring consistent, context-preserving experiences across them. Customers now expect to begin a conversation on WhatsApp and pick it up elsewhere without losing context.
Omnichannel strategies have been essential in 2025, with 71% of consumers expecting seamless cross-channel experiences. Starbucks invested heavily in unifying digital and physical touchpoints. The brand enhanced warmth and convenience through app integrations for loyalty and payments, which boosted customer journeys and sales. This aligns with reports of omnichannel as a baseline for retail success in 2025.
Industry studies confirm this is a top CX issue, with many reporting that poor cross-channel experience remains a blocker to satisfaction.
3. Voice and Conversational AI
Merren prediction: adoption of voice AI and conversational technologies (e.g., voice assistants, chatbots) to enhance engagement.
Truth in 2025:
Conversational AI not only matured but started to blur lines between bots and human interactions. Advanced voice and chatbot technologies powered more natural and contextual conversations. This reduced friction especially in routine support and information retrieval.
Domino’s, airlines, and banks used chat and voice AI for ordering, support, and updates. Domino’s “Dom” bot handled orders and updates via voice and chat, reducing wait times. This trend contributed to faster resolutions. Third-party analyses show conversational AI redefining customer interactions and leading to better self-service experiences.
4. Real-Time & Predictive Analytics
Merren prediction: AI systems will use real-time data to personalize and improve journeys including proactive service, churn prediction, and dynamic suggestions.
Truth in 2025:
This prediction largely hit the mark. Real-time analytics platforms and predictive models are now widely adopted, with brands using them to anticipate needs and surface tailored messaging and assistance before customers ask. This trend is strongly aligned with broader industry insights that predictive personalization is a top customer experience priority.
Uber predicted demand and wait times in real time; Telcos, a telecommunication network, notified customers before service issues. Uber used AI for real-time demand forecasting and issue routing, enhancing response times. Telcos used advanced proactive notifications for issues, aligning with automation trends.
5. Emotional AI & Sentiment Analysis
Merren prediction: tools that analyze sentiment and emotional cues will help brands tailor tone and service.
Truth in 2025:
Sentiment analysis has improved, but emotional AI is still emerging. Basic text sentiment metrics are widely used in analytics tools, while deeper, real-time emotional intelligence (like facial or voice emotion analysis) is more niche and experimental.
Sentiment analysis integrated into CX operation in 2025 used NLP to gauge emotions and prioritize based on tone/intent. It’s often combined with behavioral data for better issue resolution, though full emotional AI remains developing.
6. Data Privacy and Security
Merren prediction: protecting customer data and ethical use are core to building trust.
Truth in 2025:
Consumers continue to demand privacy, transparency, and ethical data practices. Many brands experienced backlash when data security was compromised. Trust is widely recognized as a crucial CX driver not just speed or personalization.
Apple’s ATT (introduced earlier but with ongoing impact) continued to set standards, praised for empowering users and reshaping analytics; 2025 saw expansions in privacy safeguards across devices.
7. Subscription & Membership Models
Merren prediction: subscription and ongoing membership models will help boost engagement and retention.
Truth in 2025:
This continued, especially in SaaS, retail, and consumer businesses. Loyalty programs with personalized perks extended beyond transactional relationships into ongoing member experiences.
Subscription models outperformed transactional ones in 2025, with Prime members spending over 2x more annually ($1,400 vs. $600 for non-members). Nike emphasized personalized, ongoing experiences like custom products, driving loyalty beyond one-off sales. This ties into broader CX growth strategies favoring recurring value.
8. Employee Experience (EX) as a CX Driver
Merren prediction: better internal experience leads to better customer outcomes.
Truth in 2025:
This proved true: organisations that optimised internal experience (better training, reduced workload friction, improved tools) generally delivered superior external CX. However, the most impactful EX measures often involve culture and empowerment, not just technology.
9. Social Commerce and CX Integration
Merren prediction: social platforms become key touchpoints for commerce and CX.
Truth in 2025:
Social commerce grew, particularly via TikTok and Instagram, with frictionless checkout, embedded support, and discovery all merging. Younger demographics increasingly prefer these channels for CX.
10. Native WhatsApp and Messaging Surveys
Merren prediction: feedback via WhatsApp and messaging apps rises.
Truth in 2025:
Messaging surveys expanded, especially in regions with heavy WhatsApp use. Companies that integrated conversational surveys into CX stacks saw higher response quality and engagement compared to rigid forms.
Looking Forward: Customer Experience in 2026
Even if some predictions didn’t fully materialize in 2025, they remain valid for 2026 based on industry momentum:
1. Full emotional AI in live interactions
Emotional AI that understands tone, context, and real-time emotional state is developing. Brands that work well with empathy like health, luxury, or high-trust service are piloting these tools. In 2026, we’ll likely see broader adoption of models that personalize emotional context, not just content relevance.
Why: Emotional signals enrich CX beyond transactional data and help differentiate experiences especially in critical service journeys.
2. Dynamic pricing & offer optimization
While dynamic pricing and emotion-based offers are nascent in 2025, broader adoption in sectors like travel, retail, and entertainment is emerging. In 2026, expect smarter pricing models that adjust based on customer sentiment, intent, urgency, and behavior.
Why: As real-time analytics and ML modeling become more accurate, dynamic offers become feasible without eroding trust or fairness perceptions.
3. Agentic and autonomous CX AI
Industry reporting highlights agentic AI, autonomous, goal-driven systems that can anticipate and resolve customer needs with minimal instructions or scripted prompts for gaining traction.
In 2026, more companies will deploy AI agents capable of not just reacting, but predicting objectives, solving issues independently, and orchestrating complex workflows across systems.
Why: As AI matures, operational efficiencies and experiences converge enabling faster, predictive resolution.
New Predictions for CX in 2026
Looking beyond Merren’s forecasts, several emerging patterns in 2025 suggest broader CX shifts in 2026:
1. CX must balance AI automation with human empathy
Automation excels in efficiency but high-emotion interactions (complex support issues, trust-dependent conversations) are still best served by humans. Hybrid models are those where an AI handles routine cases while smart routing directs emotionally complex cases to trained humans. This will define premium CX in 2026 mainly because customers expect both speed and empathy.
2. AI transparency and trust will drive adoption
As generative and agentic AI becomes pervasive, customers will demand clarity on when they’re interacting with AI: how data is used and safeguards to ensure fairness and privacy.
Prediction: 2026 will see new “AI Trust Standards” in CX, transparency dashboards, opt-out choices, and explainable AI features. Trust becomes a competitive advantage.
3. Predictive CX orchestration becomes a core discipline
Brands will go beyond reactive dashboards to predictive CX orchestration anticipating cross-channel journeys, potential friction points and adjusting experiences in real time using AI. Brands are expecting less churn, better retention, and reduced complaint volumes.
4. Seamless multisensory & immersive experiences
Emerging research highlights multi-sensory experiences (e.g., AR/VR environments, immersive product previews) as a differentiator for engagement especially in retail, travel, and e-commerce.
In 2026, more brands will offer interactive, sensory CX elements that combine visual, audio, and touch feedback in digital journeys. Immersive CX deepens emotional engagement, boosting loyalty and conversion.
5. Rising importance of experience analytics as a science
Traditional metrics (NPS, CSAT, CES) remain useful but 2026 will push analytics toward causal models that explain why experiences break down and predict strategic levers to fix them. This is demonstrated by Merren’s Maya AI that will gauge deeper on the personal experience of each customer.
CX analytics will integrate behavioral science, ML, and real-time monitoring to proactively design better journeys.
Conclusion: 2025 Was a Year of Fulfilment & 2026 Is the Year of Maturity
Many of Merren’s 2025 predictions, from AI personalization and omnichannel CX to conversational interfaces and predictive analytics came true in 2025, aligning closely with broader global patterns. Some trends (like emotional AI and dynamic pricing) are still emerging but poised for wider adoption in 2026.
Looking ahead, CX will be shaped by:
- Hybrid human-AI experiences
- Trust in data and AI transparency
- Immersive multisensory touchpoints
- Predictive journey orchestration
- Analytics that explain why experiences succeed or fail