Executives’ Guide to Customer Experience Value: Metrics

Do “customer experience metrics” enrich your understanding of:

• the customer?
• their experience?
• value to them?

For companies you buy from, how well do their “CX metrics” tell them about you, your experience, and your value from them?

Let’s take an inventory of popular “CX metrics”:

That’s extremely little learned about the customer, their experience, and value to them!

• Let’s start calling metrics what they really are (not CX!).
• Let’s expand and emphasize true CX metrics.

Would you rely on such scanty knowledge about any other key relationship?

Most managers — and boards — are flying blind.

This is the 4th of a 5-part series for Executives’ Guide to Customer Experience Value.

Part 1) Revenue Risks
Part 2) High Potential
Part 3) Alignment
Part 4) Metrics
Part 5) Top Tier Leadership will be published in October

Table of Contents
A) Metrics from Customers’ View
B) Domino-Effect of Growth Metrics
    (1) Top-Line Metrics
    (2) Bottom-Line Metrics
    (2a) Defects Drive Profit Losses
    (2b) Trust Drives Profit Gains
C) Gold Customer Experience Metrics
    (1) Gold CXM Metrics Multiply All Growth
    (2) CX Metrics Leading Indicators
    (3) Marketing Gold, CX Gold, and EX Gold
    (4) 3 CX Metrics Levers
    (5) CX Metrics Accountability

A) Metrics from Customers’ View

First, let’s clearly define Customer Experience.

• CX is their view of realities vs. their expectations.
• CX is their experience. Not yours.
• CXM is your reactive and proactive management of CX.
• You rely on customers for your existence.
• They pay for your salaries, budgets, and profit-sharing.

Start tracking good value and bad value to customers.

Tracking your consequences only is like a tail attempting to wag a dog.
— Business consequences are self-centric.
— Value to customers predicts business consequences.

B) Domino-Effect of Growth Metrics

Start connecting the dots among top-line metrics and bottom-line metrics.

(1) Top-Line Metrics

Revenue starts with Share of Mind and Conversion Rate.
— Shaping Expectations of customers.
— And affecting Cost of Acquisition.

Market Share expands with Product Penetration and Share of Wallet.
— Customer Health Score predicts this.
— These determine Recurring Revenue and Sales Velocity.

Expectations of customers are set by how you:
— Define ideal customer.
— Listen to customers’ objectives.
— Communicate what their journey will be like.
— Onboard them to your solution.

(2) Bottom-Line Metrics

Return on Assets depends on Lifetime Value:
— Earnings per Share is essentially Lifetime Value (cumulative profit).
— It relies on Margin Expansion and Trust.
— Which are affected by Costs to Serve.

Costs to Serve are driven by Churn Rate and Trust.
— NPS and Effort Score foreshadow Churn.
— Satisfaction signals Health Score and First Contact Resolution.
— Health Score and FCR foretell positive and negative word-of-mouth.
— Next-period Cost of Acquisition rises to the degree of doubts in the market.

CSAT, FCR, NPS, Health Score, Effort Score, and Churn are Cost-to-Serve Metrics.

They exist due to Defects as judged by customers.

(2a) Defects Drive Profit Losses

Defects are Customers’ Realities at odds with their Expectations:
— Inefficiences: unexpected delays and costs to customers.
—Ineffectiveness: confusing information, delivery, and consequences to customers.
(consequences: see Value to Customers in the Good vs. Bad Experience chart above)

Realities for customers are set by how you establish and execute:
— Products
— Processes
— Handoffs
— Policies
— Attitudes
— Silos

(2b) Trust Drives Profit Gains

Trust is evident in sentiment analysis about:
— How you contributed to their goal.
— How you maintained or increased their opportunities.
    (reduced their opportunity costs of pursuits in their life or business)
— How you avoided or reduced their risk, worry, or stress.
— How their interaction with you met their expectations.
— How their interaction with you was judged as time well spent.
— How you respected or reduced their time, effort, or money.
— How quickly they received the value you promised.

These are Customers’ Gold Metrics.
— They multiply your Margin Expansion, LTV, ROA, and EPS.

If your suppliers use these true Customer Experience Metrics, they will know you, your experience, and your value from them.

Data-mine what customers have already told you to align Realities to Expectations.

Case Study
Each of our 50+ account teams, product lines, and functional areas made two giant CX achievements like this every year when I led company-wide CX alignment at semiconductor equipment maker Applied Materials.

That’s more than 100 customer experience gains annually that customers continually rewarded.

C) Gold Customer Experience Metrics

A “gold metric” sets up success for everything else.

Right the First Time from the customers’ viewpoint is the springboard for multiplying the performance of every growth metric.

Freed-Up Resources has a snowball effect:
— You re-assign troubleshooter talent to untapped growth opportunities.
— You re-allocate budget otherwise forever tied up with value-rescuing.
— Customers’ time is no longer tied up seeking resolution.
— They can be more productive in their life or business.
— Therefore, they can engage more, buy more, and refer without inhibition.

It’s a gift that keeps on giving in perpetuity, so I call this CX Annuities.

(1) 4 Gold CXM Metrics Multiply All Growth

CX-Guided means you use customer intelligence at the outset and test/re-set your assumptions as you go forward.

— CX-Guided Growth: all products, markets, business models, alliances.
— CX-Guided Strategies: all strategies across your enterprise.
— CX-Guided Performance: everyone’s standards, reviews, rewards.
— CX-Guided Efficiencies: all cost decisions and improvements.

(2) CX Metrics Leading Indicators

Leading Indicators are what you are doing that customers will soon experience.
— You see and adjust progress before stakeholders see it.
— It predicts what happens later.

Focus all managers on mistake-proofing bad CX root causes to:
— Increase value to customers.
— Reduce cost to serve and grow their spending.
— Grow top-line and bottom-line financial performance.

The telecom Vodafone⁷ tracked their CX root-cause mistake-proofing in a trend chart, and discovered their market share trend chart followed the same slope with a 3-month lag.

Focus managers’ metrics and compensation on mistake-proofing and you’ll see higher payroll ROI.

Grow faster by emphasizing Leading Indicators in every staff meeting, ops review, performance review, recognition and rewards, and so on.

(3) Marketing Gold, CX Gold, and EX Gold

Start tracking these metrics for “gold” in:
— Marketing: gains to customers drive recommendations.
— CX: embed CX in running your business drive magnetic retention.
— EX: right-the-first-time drives employee positivity.

Notes:
— “Based on VoC” = data-mine patterns in customer comments.
— Top value of indexes (NPS, CSAT, CES, etc.) is correlation analysis for prioritization.
— Marketing/Success metrics (CAC, NRR, etc.) validate your alignment with customers.
(like Vodafone’s market share trend chart)

These are Leading Indicators of the Marketing + Sales + Success + Support metrics listed in our inventory at the top of this article.

(4) 3 CX Metrics Levers

3 levers of growth are Cost Decisions:
— Are you delivering exactly what’s promised?
— Is it easy for customers to make changes?
— Are you correcting and learning from missteps?

Stop cutting corners in these 3 areas, and all growth metrics multiply:
— Gap-free experience drives relationship strength.
— Relationship strength drives retention.
— Retention contributes significantly to revenue.
— Efficient growth drives lifetime value and earnings per share.

(5) CX Metrics Accountability

The best growth strategy is accountability in sync with customers.

One way to maximize both revenue and profit growth:
— Monitor or data-mine customer comments (to Support, etc.).
— Set bonus pay by responsibility for customers’ issues.

Rescuing Value
Support reverses potential negative word-of-mouth and churn.
— Repurchase after a Support inquiry is a huge win.
— Additionally customer comments in Support are gold for getting in-sync.
— Compensate Support accordingly.

7×7 Customer-Centric Management is the key to getting your business in sync with customers.

a) Growth declines when any of 7 P’s are not aligned with customers:
    Products, Policies, Processes, Plans, People, Partners, Performance.

b) Alignment happens through 7 dimensions of management:
    Decisions, Development, Reviews, Rewards, Scope, Scrutiny, and Root Cause Resolution.

Each organization in your enterprise can self-assess 7×7 progress quarterly.

This is the fastest way to sustained customer alignment that outpaces norms of every kind.

Conclusion: True Customer Experience Metrics

You can rise above the abundant false CX metrics:

1) Start calling metrics what they really are: Marketing, Sales, Success, or Support metrics.

2) Start tracking CX Metrics as good value and bad value to customers:
— How you contributed to their goal.
— How you maintained or increased their opportunities.
    (reduced their opportunity costs of pursuits in their life or business)
— How you avoided or reduced their risk, worry, or stress.
— How their interaction with you met their expectations.
— How their interaction with you was judged as time well spent.
— How you respected or reduced their time, effort, or money.
— How quickly they received the value you promised

3) Start tracking the money value of Right the First Time:
— You re-assign troubleshooter talent to untapped growth opportunities.
— You re-allocate budget otherwise forever tied up with value-rescuing.
— Customers’ time is no longer tied up seeking resolution.
— They can be more productive in their life or business.
— Therefore, they can engage more, buy more, and refer without inhibition.

4) Use customer intelligence at the outset and test/re-set your assumptions as you go forward.
— CX-Guided Growth: all products, markets, business models, alliances.
— CX-Guided Strategies: all strategies across your enterprise.
— CX-Guided Performance: everyone’s standards, reviews, rewards.
— CX-Guided Efficiencies: all cost decisions and improvements.

5) Focus all managers on mistake-proofing bad CX root causes.
— Are you delivering exactly what’s promised?
— Is it easy for customers to make changes?
— Are you correcting and learning from missteps?

6) Set bonus pay based on responsibility for customers’ issues.

You’ll outpace your industry and attract investors’ enthusiastic funding by emphasizing true CX metrics in every aspect of running your business.

¹Top 10 Customer Experience Metrics and How to Measure Them, Gainsight, July 30, 2024.
²Top 10 customer experience KPIs and metrics for 2025, Zendesk, February 24, 2025.
³10 Key CX Metrics to Measure Customer Experience in 2025, Nextiva, July 20, 2025.
⁴We’ve Listed 15 Common CX Metrics to Boost Your Success, Theydo, January 3, 2025.
⁵Customer Experience Metrics – How to Measure CX, Qualtrics.
⁶10 Customer Service And CX Metrics You Must Consider, by Shep Hyken, Forbes, February 12, 2024.
⁷Customer Value Data and Business Results, by Gautam Mahajan, CustomerThink, July 14, 2016.

This is the fourth of a CustomerThink Advisors 5-part series: Executives’ Guide to Customer Experience Value.

Part 1) Revenue Risks
Part 2) High Potential
Part 3) Alignment
Part 4) Metrics
Part 5) Top Tier Leadership