By JP Snow, Principal & Founder at Customer Catalytics, March 27, 2025
On a recent morning at Denver’s airport, I witnessed the hidden switch that drives customer loyalty. I spotted one of my favorite servers on the train looking worn out and quiet – a stark contrast to her usual upbeat self. I gave her space and headed to my go-to restaurant (one that we locals actually arrive early to visit). As I took my first sips of coffee, I saw that same server now laughing with teammates as they prepped for the day. In minutes, she’d completely transformed. Whether through smart training or personal grit, she’d tapped into that hard-to-measure skill that turns first-time visitors into regulars.
This shift shows what no spreadsheet captures. I’m sure the restaurant tracks sales. They could gauge brand strength through surveys or by simply counting the daily line of people waiting for them to open each morning. The real magic often happens in the gaps between metrics. These human factors – energy, warmth, recovery – make the difference between barely surviving and truly thriving in a business where margins leave little room for error.
Building Metrics That Matter
In both analytics and business leadership roles, I’ve used hundreds of dashboards and shaped thousands of metrics. For metrics to drive real value, focus on these three principles:
- Select Sparingly – Choose only the most critical indicators that directly connect to your strategy. Having too many metrics creates noise that obscures what matters. Start with core measures, then use targeted analysis when those show trouble.
- Define Precisely – Each metric needs exact specifications: data source, calculation method, update frequency, and what good/bad looks like. Vague metrics create confusion that leads to inaction or, worse, misguided actions.
- Balance Measuring Results and Activities – Results metrics show if you’re hitting bottom-line goals. Activity metrics reveal if you’re executing the inputs that drive those results. You need both to understand not just performance but what’s driving it.
Making Metrics Drive Decisions
Perfect metrics are worthless unless they change behavior. Create a disciplined review rhythm:
- Schedule regular, focused discussions around key indicators
- Establish clear ownership for each metric
- Set thresholds that trigger specific actions
- Collecting qualitative insights from front-line staff to spot patterns
By addressing both metrics and unmeasurables, leaders create a complete picture of what drives success.
Activate Your Future
Thanks for reading. Leaders work with me to get faster growth through data and scale. My approach is built on what works: Data Decides. Insights Inform. Moments Matter. Systems Sustain. Talent Transforms.
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