Guide to Customer Experience Measurement

Turn CX Insights Into Better Business Decisions

Most organizations already collect a significant amount of customer data. The challenge is turning that information into a clear understanding of who customers are, how they behave, what they need, and where experiences are falling short.

This guide explains how to build a complete view of customer experience so teams can identify priorities, improve customer outcomes, and make more informed business decisions.


What you will get from the guide

  • A framework for understanding who your customers are, how they behave, and what they need from your experience
  • Practical approaches for identifying customer experience gaps, unmet needs, and opportunities for improvement
  • Examples of the customer insights that help improve retention, satisfaction, loyalty, and competitive performance
  • A customer experience measurement checklist to guide prioritization and action

Drawing on Hanover Research’s experience supporting customer experience initiatives across industries, this guide outlines the frameworks, insights, and measurement approaches organizations use to better understand customers, identify experience gaps, and focus improvement efforts where they will have the greatest impact.

Key insights

You’re overestimating your CX performance

There is a persistent gap between how companies evaluate their experience and how customers perceive it — often exceeding 70 points — making it difficult to identify real improvement needs.

You’re measuring pieces, not the system

Most organizations already have data or insight into one part of the experience, but without connecting identity, behavior, and needs, key gaps remain hidden and decisions miss the mark.

More CX data won’t fix your decisions

Data only becomes useful when structured across who customers are, how they behave, and what they need — turning scattered signals into clear priorities and actions.

This guide is for you if

Still Have Questions?

It helps you structure and connect customer data across identity, behavior, and needs — so it’s easier to use, interpret, and turn into clear decisions about what to prioritize and improve.
Yes. It helps you identify gaps in your data collection and uncover where your current insights fall short—so you can connect metrics to what actually drives customer experience and performance.
Yes. It provides a structured starting point to define what to measure and how to turn CX data into meaningful insights and priorities.
It connects measurement to business outcomes, helping you prioritize initiatives and support decisions with clear, evidence-based data.
Learn how to measure customer experience

Turn CX Insights Into Action