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At the Qualtrics X4 conference, executives from Uber, Kaiser Permanente, and Dell Technologies noted that while AI simplifies data analysis, improving customer experience still requires human judgment. Kaiser Permanente used an experience management platform to uncover patient dissatisfaction with electronic consultations and completely overhauled the process; Dell Technologies found its self-service portal unable to handle complex inquiries for large purchases, necessitating rapid iteration to maintain credibility.
Ipsos' latest research indicates that cultural response bias makes customer experience survey results across countries incomparable, potentially leading brands to misjudge their own performance. The study suggests that companies without competitors can calibrate scores using expectation questions, while those with competitors should use relative rankings to evaluate performance.
Advertisers face a balancing challenge in maintaining brand relevance: being too conservative may lose buzz, while being overly active can invite risks. QuestBrand's report, using brand momentum metrics, analyzes cases such as Shein, Temu, Peloton, and Carhartt, pointing out that consumer trust and product quality are key to whether a brand can withstand storms.
In 2026, customer experience will be influenced by both AI agentification and economic divergence: AI may change the starting point of customer journeys, but overly rapid deployment could backfire; economic divergence prompts brands to pursue premium experiences, while inflation drives the rise of flexible reward programs.
Since its inception over two decades ago, Net Promoter Score (NPS) has been regarded by many companies as the North Star metric for customer experience. However, in recent years, skepticism about its effectiveness has grown. This article synthesizes expert opinions from institutions such as Bain & Company and Forrester to dissect the measurement essence of NPS, common misuses, and how refining analysis and incorporating recommendation behaviors can enable this metric to truly drive business growth in appropriate contexts.
Third-party conversational AI (such as Alexa+) is gradually entering the customer service domain, with the potential to reshape customer expectations over the next five years. Gartner predicts that by 2029, 80% of common customer service issues will be autonomously resolved by conversational assistants on mobile devices. However, challenges remain, including technological maturity, data privacy, brand control, and consumer trust. Enterprises need to proactively prepare in areas such as knowledge management, data access control, and integration with third-party AI to address the upcoming transformation.
More than a year after Tony Roach took over as Southwest Airlines' head of customer experience, the company faces the dual challenge of adjusting its business model under pressure from activist investors while maintaining customer loyalty. The airline has eliminated open seating and free checked baggage policies and introduced new fees, sparking discontent among loyal customers. Experts believe these changes may boost profits in the short term but could damage the brand image in the long run.
In 2025, the customer experience field faces a mix of old problems and new challenges: how to quantify the business value of CX initiatives, how to break down organizational silos, how to address declining customer feedback, and the risks of generative AI facing customers directly. Meanwhile, inflation and high expectations weaken loyalty, and metric obsession may backfire. CX Dive highlights the year's key focus areas through three in-depth articles.
The U.S. Federal Trade Commission (FTC) recently finalized the 'click-to-cancel' rule, aiming to eliminate cumbersome cancellation processes in subscription services. The rule requires businesses to disclose key information during marketing and billing and provide simple, immediate cancellation options. Consumer advocates and customer experience experts generally believe this will enhance transparency and consumer satisfaction, but groups like the U.S. Chamber of Commerce worry it will increase business burdens and potentially raise prices. The rule will take effect in April 2025.
The unfriendliness of beauty product packaging to people with disabilities has long been overlooked. Through multiple cases—E.l.f. Beauty's partnership with a visually impaired athlete, Rare Beauty's "Made Accessible" research, and the design guidelines from the Arthritis Foundation and Target—this article analyzes the progress and obstacles in accessible packaging within the industry, and notes that this design philosophy ultimately benefits all consumers and is tied to brand loyalty and commercial returns.