Technology evolves at breakneck speed, but human nature takes a little longer to catch up. We all know this intuitively, but here at Metrigy, we wanted to back up our instincts with hard data. That’s why we’re thrilled to introduce two new foundational tools business leaders can use to understand everyday people’s latest state of mind: our quarterly Consumer CX Index and AI Sentiment Index. These indexes provide a much-needed pulse check on how consumers are navigating the blurring lines between high-tech efficiency and human connection.
The Customer Experience Balancing Act
Let’s start with the Q1 2026 Consumer CX Index, which establishes a baseline customer experience score of 123.8 (a composite built on eight sub-indexes). Overall, consumers feel optimistic about their interactions with brands today. Businesses resolve issues effectively, and customers generally feel valued after their interactions. In fact, our highest-scoring sub-index is the Relationship Index at 137.5, which evaluates how valued customers feel.
However, a more complex story emerges regarding artificial intelligence (AI). Another of the eight sub-indexes, the AI Trust Index, measures the reliability of AI-powered customer service. It is the lowest of all, at 109.8. Consumers still overwhelmingly prefer human agents—84.9% of them, to be exact. Furthermore, even when guaranteed that an AI agent could fix their problem, 77.0% still want a human being. We call this the human-versus-AI disconnect. Of course, you shouldn’t dismiss AI completely. Consumer preference for using AI agents has grown 29.3% since 2023, and users report surprisingly positive experiences when dealing with AI video agents.
Here are a few pertinent takeaways from the CX Consumer Index:
- The three-strikes rule – Patience is wearing thin. On average, it takes just 3.2 bad experiences before a consumer abandons a brand completely. High-income earners and seniors are even less forgiving, churning after roughly 2.5 bad interactions.
- Trust over speed – Forget the race to resolve tickets in record time. A resounding 41.4% of consumers rank trust as the most important element of customer service, while only 10.2% prioritize speed.
- Retail sets the gold standard – The retail sector leads the pack in overall CX. Finance and healthcare hold steady, though they struggle with wait times, while government agencies sit firmly at the bottom of the list.
- Proactive outreach wins – Consumers love when you anticipate their needs. The perceived value of proactive engagement skyrocketed 17.5 percentage points since late 2025. Almost half of consumers find fraud alerts, post-interaction follow-ups, and delivery updates genuinely helpful.
The AI Divide in Everyday Life
Now, let’s pivot to the broader technological landscape with our Q1 2026 AI Sentiment Index. Launching with a baseline score of 124.0, this index tracks how AI impacts consumers personally, economically, and socially by comparing positive and negative sentiments. We found a deeply fragmented landscape. People love the productivity boosts and cognitive enhancements, but they worry heavily about privacy, job security, and factual confusion.
Key findings from the AI Sentiment Index include:
- The demographic divide – Older Millennials, specifically those aged 35 to 44, have embraced AI as power users, with 42.5% reporting that AI makes them much better off. Meanwhile, the 65-and-older crowd largely shrugs it off, with 56.0% stating the technology has no effect on their lives at all—if they’ve even used it.
- Shadow AI in the workplace – Employees aren’t waiting for official corporate policy. A surprising 33.9% of users admit to using AI tools at work without employer consent. Experienced managers looking to increase team output are likely champions of this underground adoption.
- The verification gap – Here’s a statistic that should keep IT leaders awake at night. Among users generating AI content, 41.1% never or only occasionally check the output for accuracy. This creates a massive risk for confident falsehoods slipping into professional communications and production code.
- Future polarization – Looking a decade ahead, respondents are evenly split. About a third expect continuous growth and opportunity, while another 34.8% brace for widespread problems and instability. Younger workers, entering a volatile job market, feel particularly pessimistic about their career prospects.
The Bottom Line
What do these two new indexes tell us? The market is in the midst of a massive transition. Customers and employees are eager to use AI to bridge skill gaps and solve problems, but they refuse to sacrifice transparency, accuracy, and human empathy. Successful organizations in 2026 will balance the transactional efficiency of AI with the emotional intelligence and accessibility of live agents.
Do you want to explore the data behind these trends? We invite you to dive into the full Metrigy studies to uncover comprehensive demographic breakdowns and strategic guidance. You can find the full detailed reports and presentation here: CX Consumer Index and AI Sentiment Index. Let’s build a future where technology amplifies our human connections!
