A pattern emerged across multiple sessions at this year's CXPA Leaders Advance in Toronto. Phase 5’s Rachel Abugov, Senior Account Manager, noticed that one theme surfaced repeatedly across banking, insurance, and customer service: organizations aren't struggling because they lack customer experience data. They're struggling because too many customer experience metrics answer the wrong question.

Measures like NPS, CSAT, and satisfaction scores are valuable customer experience metrics, but they were never designed to predict growth on their own.

Looking Back Versus Looking Ahead

Most traditional CX metrics tell us what just happened. But executives are focused on what’s going to happen next.

Can we retain more customers? Grow the business? Reduce risk? And which experiences are influencing those outcomes?

That’s where the disconnect begins.

To better understand what these themes mean for organizations, we asked Andreas Noe, Partner, CX Practice Lead at Phase 5, for his perspective. “Metrics like NPS and satisfaction are useful signals, but they mean little on their own. The real opportunity is in linking them more directly to actual customer behaviors, business outcomes, and drivers of value against customer needs."

That perspective closely aligned with what Rachel heard throughout the conference, where several sessions emphasized the need to focus on the experiences that influence retention and growth.

Why Leading Indicators Matter

One of the more consistent themes we heard at CXPA was the need to shift from lagging to leading indicators.

Customer Effort Score was one example that was discussed. In many situations, Customer Effort Score can be a stronger predictor of future outcomes than NPS. When experiences are difficult, customers leave. When they're easy, they stay.

In the insurance sector, this can show up in claims experiences. In banking, it often appears in onboarding and digital journeys.

These moments are measurable and, more importantly, they're actionable.

How Do Emotions Influence Customer Behavior?

Another theme that stood out at CXPA was the role emotions play in shaping customer decisions. Confidence, frustration, clarity, and trust influence whether a customer completes an action, delays a decision, or disengages entirely.

When asked about the role emotions play in customer decisions, Andreas challenged the idea that they're too intangible to measure. "It's funny, as soon as we talk about the importance of understanding emotions, people assume we cannot measure that because it is too intangible. That is patently false. There are many effective ways to measure the impact of emotions, both qualitatively and quantitatively, sometimes by simply focusing on cues.”

And in some cases, organizations don’t even need to ask a question. For example, if a customer has access to an advisor via chat, text, or phone, but has to wait 12 hours for a reply they don’t need a survey to interpret the impact of that experience. In that case the signal is obvious: these people don't care about me. They dropped the ball on an observable, measurable service standard. That is a failure, and one that may produce a poor business outcome.

In wealth management, confidence drives follow-through and in lending, clarity drives completion. Across industries, emotions help explain why customers behave as they do.

The opportunity for CX isn't simply measuring emotions. It's understanding how those emotions influence outcomes.

How Do You Connect Customer Experience Metrics to Business Outcomes?

One framework discussed at the conference broke customer experience metrics into four layers:

• Attitudinal
• Experiential
• Operational
• Financial

Most CX work sits in the first two, but the impact comes from linking all four. Here’s another banking example. When customers report confusion during onboarding, onboarding time increases, drop-off rises, and funded accounts decline. Suddenly, experience isn't just a survey score. It's directly connected to revenue.

Those are the conversations executives care about.

Where Phase 5 Fits

At Phase 5, we believe effective CX strategy goes beyond reporting what customers think or experience.

It’s helping organizations understand why outcomes occur and how experience influences behavior. In practice, that means:

• Linking onboarding experience to activation
• Connecting claims experience to renewal
• Showing how friction increases cost to serve

Reiterating how Phase 5 approaches these challenges, Andreas emphasized that the most valuable insights often emerge when customer feedback can be connected to operational and business data. "We love to help clients who give us access to their data because that’s where the insights become very real, very tangible.”

Not every relationship exists. And not every metric belongs together. Understanding which connections matter is where the real value lies.

Final Thought

Our biggest takeaway from CXPA wasn't that organizations need more metrics. It was that they need more precision and linkage.

Customer experience becomes far more valuable when organizations stop asking, "How did we score?" and start asking, "What behaviors are we trying to influence?"

That's the shift that transforms customer experience metrics from reporting tools into a more effective CX strategy. And ultimately, that's what will move the discipline forward.

If you're looking to connect customer experience insights to the outcomes that matter most, contact Phase 5 today.

Recommended Resources:

• WEBINAR Replay - From Insight to Impact: Building a CX Measurement Program That Drives Real Change
• Size Matters in CX: What the Customer Experience Strategies Summit Revealed About the Future of CX
• Why CX Measurement Must Evolve for the age of AI
• WEBINAR REPLAY - Invisible Interfaces, Visible Impact: Measuring Brand & CX When AI Owns the Outcome