Customer Service
Where humor fits in customer service
A 2022 Oracle study showed that most consumers prefer fun brands, but most business managers are worried about using humor in customer interactions. Experts believe that the risk lies not in humor itself, but in its inappropriate use. This article synthesizes the views of multiple experts to explore the value of humor in customer service, applicable scenarios, style choices, and corporate culture support.
CX Dive Trendline on Contact Center
A survey conducted by YouGov on behalf of Pegasystems found that 46% of consumers believe AI-driven customer service rarely or never delivers successful outcomes, and nearly two-thirds of consumers lack confidence in generative AI customer service. Although some business executives claim AI customer service is highly effective, consumers still trust human service more, with only 2% of respondents wanting to rely entirely on generative AI chatbots.
Customer service AI implementations have a knowledge problem
The latest Talkdesk survey reveals that although nearly two-thirds of enterprises have deployed AI agents for specific tasks, only about one-third can retain customer context across systems. System fragmentation (45%) and legacy infrastructure (44%) constitute major technical barriers, while compliance (50%) and security (48%) issues are equally prominent. Experts point out that 94% of organizations have not yet adopted AI-assisted knowledge management, and knowledge gaps are becoming the core bottleneck in customer service AI implementation.
Williams-Sonoma AI assistants drive customer engagement — and conversions
Williams-Sonoma CEO Laura Alber stated during the Q2 fiscal 2026 earnings call that the company is leveraging AI to enhance its premium customer service model, improving checkout experiences, product discovery, and personalization. The company's AI assistants, Olive and Otto, have shown early success, with Olive users converting at three times the rate of non-users, and over 70% of Otto's customer interactions resolved without human intervention.
Why Tropical Smoothie Cafe’s CFO champions CX
In an industry where customer experience is often seen as a marketing concern, Tropical Smoothie Cafe's CFO Chris Sasser takes a different view. He treats CX as a core business performance lever, using data to link guest satisfaction to traffic, franchisee profitability, and long-term value. With a half-star improvement in Google ratings translating to roughly $60,000 in incremental profit per location, the chain is focusing on operational improvements to boost satisfaction and drive growth.
Only one-quarter of AI customer service use cases produce ROI
Gartner最新分析显示，在432个AI客服用例中，仅四分之一实现投资回报，四分之一产生负回报，42%回报不明。尽管回报不确定，超四分之三的客服负责人仍计划在2026年增加AI投资。专家指出，自上而下的部署方式忽视客户实际需求，是导致回报不佳的主因。
Allstate preps Allie platform to drive agentic strategy, enhance customer service
Allstate is building a proprietary agentic AI platform named Allie, aimed at advancing its corporate strategy and improving customer service. CEO Tom Wilson stated during Thursday's Q2 2026 earnings call that the platform's architecture includes eight integrated components enabling inter-agent processing. The company has not disclosed a specific launch timeline.
6 examples of how employee experience can shape CX
In customer experience initiatives, the experience of frontline employees is often neglected, but ignoring employees can lead to burnout and high turnover rates. Companies like Starbucks and Target have recognized the importance of investing in employees, enhancing employee engagement through financial incentives, training, and other methods, thereby improving customer experience. This article brings together six related cases to show how employee satisfaction impacts customer service.
McDonald’s CEO blames US traffic drop on poor execution as satisfaction dips
McDonald's saw a decline in US traffic in the second quarter of 2026, but higher average check offset the drop in transactions, with same-store sales up 0.8%. CEO Chris Kempczinski said on the earnings call that the issue lies in execution rather than strategy, and noted that multiple measures have been taken to improve operations and value proposition.
Restaurant gimmicks can drive initial interest but miss on long-term loyalty
Restaurant brands often reinforce brand memory through fixed scripts, singing, dancing, and other 'performance services,' but experts warn that if such strategies rely too heavily on scripts while ignoring employees' genuine feelings, they may backfire. This article examines cases including Chipotle, Cold Stone, Johnny Rockets, Chick-fil-A, Trader Joe's, and Dutch Bros to analyze the short-term customer-attraction effects and long-term retention challenges of 'performance service,' and explores how to achieve more sustainable customer experiences through hiring and empowerment.