40 minutes until customers hit "bot fatigue"
CX Insights
When AI replaces humans, customers notice
A Guardian survey found that roughly one in ten consumer complaints specifically call out automated chatbots as "endless doom loops" that fail at anything beyond the most basic tasks. These aren't fringe complaints from tech-averse people; they're from attorneys, software engineers, and healthcare executives who can't get fraud claims resolved or prescriptions filled without losing days of their lives.
New research from WordPress VIP puts other numbers to the frustration:
- 74% of consumers say the internet feels less human than it did 10 years ago
- 40 minutes is now the average time before shoppers hit "bot fatigue"
- 86% still don't trust AI-generated content in support interactions
Here's the reframe for CX leaders: none of this is an argument against AI. It's an argument for deploying it where it actually earns trust, and protecting the human moments that build it. AI should absorb volume and admin work; your people should absorb complexity, emotion, and nuance.
Understanding consumer fatigue with digital experiences is also helpful as you prepare for the holiday shopping season; consumers may make more of their purchases in-store. You can get a head start on allocating staffing accordingly if your brand has physical locations.
The brands that get the AI in CX balance right will go beyond low-hanging fruit wins like reducing handle time. They’ll create the rare thing most consumers can no longer name: a company that actually feels good to deal with.
Loyalty is becoming a relationship engine, not a points program
Business Insider’s 2026 innovative CMOs list highlighted Ulta Beauty’s loyalty strategy under Kelly Mahoney, including a goal to grow Ulta Beauty Rewards to 50 million members by 2028. Ulta’s program already represents roughly 95% of sales and is being shaped with first-party data and AI to personalize discovery and anticipate customer needs.
The most valuable loyalty programs are moving from transactional rewards to customer intelligence systems. The CX signal: owned customer data is becoming a strategic advantage when it can power relevance without feeling invasive.
Starbucks bets on in-store leadership to fix CX
Starbucks is scaling a role it quietly tested last fall: the "coffeehouse coach," a full-time in-store leader designed to maintain customer experience consistency when store managers aren't on the floor. After piloting at 62 locations, the company reported better execution, stronger customer connection, and managers who could finally disconnect after hours. Now it's hiring thousands, with 90% of roles filled from within. The results are hard to argue with: 7.1% same-store sales growth in Q1 2026. Investing in frontline leadership, not just frontline headcount, drives the consistency customers actually feel.
Older luxury shoppers are an under-served CX opportunity
Vogue Business reports that Gen X and baby boomer menswear shoppers remain under-targeted despite major spending power and strong brand loyalty. These customers value craftsmanship, heritage, in-store relationships, clear communication, and seamless service across online and offline channels.
Personalization is not just an AI use case or a Gen Z strategy. Sometimes better CX means respecting the buying behaviors of high-value customers who want expertise, continuity, and relationship-driven service.
Tune In
Neil Smith, VP of Technical Support at Iterable, has grown Iterable's global support team from a three-person operation to a 56-person organization delivering 24/7 support across email, web, Slack, and live chat. Under his leadership, the team has built out a tiered support model — and in doing so, created what Neil describes as a business within the business.
Neil chats with host Lisa Painter about how elite tech support teams protect customer trust. It’s an extra-special longer episode recorded in-person, and filled with the perspective of someone who has spent eight years with the same organization.
AI Headlines
Low-cost Chinese AI models are gaining U.S. users fast - z.AI’s GLM-5.2 is drawing praise for coding performance and Chinese models occupying several top spots on OpenRouter. The appeal is straightforward: strong performance, lower cost, and more flexibility than many closed U.S. alternatives. The AI race is no longer just model-versus-model. Pricing, openness, and developer adoption are becoming strategic weapons — and that could put pressure on U.S. providers to rethink how they package and distribute AI.
OpenAI courts advertisers at Cannes - OpenAI made its first appearance at Cannes Lions as it builds out a digital advertising business around ChatGPT and Codex. The company is pitching ads as a way to subsidize broader access to AI tools while positioning ChatGPT as a potential challenger to search advertising. For CX and marketing teams, the next question is not just how customers search — it is how brands show up when AI systems mediate discovery, recommendation, and decision-making.
Micron and Anthropic partner on AI infrastructure - Micron announced a strategic partnership to design and supply memory and storage products for Anthropic’s frontier model development, including high-bandwidth memory, DRAM, and SSDs. The deal is positioned around improving performance, efficiency, and cost for next-generation AI infrastructure. AI capability is increasingly dependent on supply-chain strategy. The infrastructure layer (chips, memory, storage, power, and data centers) is now part of the product roadmap.
Abu Dhabi-backed MGX raises roughly $50B for AI investments - The fundraising cements its role as one of the largest capital players in the sector. The firm has already backed major AI companies including OpenAI, xAI, and Anthropic. AI competition is increasingly being shaped by capital concentration.
