Customer Experience Analytics and Customer Journey Analytics
Join what customers say, what they do and what it costs to serve them, so your leaders know where the journey breaks and what to fix first.
Turn customer data into decisions that improve the experience
Customer experience analytics is the practice of joining what customers say, what they do and what it costs to serve them, so leaders can see which moments of the journey build loyalty and which ones destroy it. ICX Consulting, a Customer Experience and Commercial Strategy firm headquartered in Miami, designs the indicators, connects data from the CRM, service platforms and surveys and builds customer journey analytics and dashboards that lead to changes in processes, not just to more reports.
Many companies collect Net Promoter Score in one tool, tickets in another and sales activity in the CRM. Each team reads its own numbers and nobody can answer the question the executive committee actually asks, which is why customers leave and what should be fixed first. Our customer experience analytics work gives that question a clear, shared answer.
What Customer Experience Analytics Measures
We start with a small set of indicators tied to business results and add depth only where it helps a decision. Each indicator is read by segment, journey stage and channel, never as a single company average.
Net Promoter Score
Likelihood to recommend, connected to retention, repeat purchase and revenue by account. Read alongside the comments, NPS shows which experiences turn customers into promoters and which ones push them away.
Customer Satisfaction Score
CSAT after specific interactions such as a delivery, an installation or a support case. It tells you how well each touchpoint performs and which teams or processes need attention.
Customer Effort Score
CES measures how hard it was for the customer to get something done. High effort is one of the clearest early signals of churn and of avoidable contacts.
Abandonment and conversion by stage
Where prospects and customers drop off in quoting, onboarding, activation, checkout or renewal, and how long they take to move from one stage to the next.
Resolution time and repeat contacts
First contact resolution, time to resolve, reopened cases and repeat contacts for the same need. These numbers connect the experience with cost to serve.
Journey and behavior signals
The paths customers follow across channels, digital adoption, product usage and silence periods that often come before a cancellation.
An indicator is useful only when someone owns it and knows what to do when it moves.
Customer Journey Analytics Resources
Templates and guides to start measuring the journey with your team.
Customer Journey Map Template
How to map the Customer Journey to reduce churn and complaints
Customer Journey Analytics to Find and Fix Friction
Consider a service director who sees satisfaction drop after a billing change. The survey says customers are unhappy, the ticket system shows contacts rising and the CRM shows renewals at risk in one segment. Each system is right and none of them tells the whole story. Customer journey analytics links those signals along the journey, so the team sees that the problem starts with an unclear first invoice and ends with a lost renewal.
Connect CRM, service and survey data
We bring together the CRM, the service or contact center platform, survey results from your voice of the customer program, ecommerce and operational data around a common customer and account identifier, with clear data quality rules.
Follow the journey across channels
Journey maps become measurable. Each stage of your customer journey gets indicators and events, so you can see where customers stall, which channel they switch to and what happens next.
Find root causes, not just symptoms
We combine numbers with customer comments and process reviews to explain why an indicator moved, not only that it moved, and to separate one-off issues from structural ones.
Prioritize by business impact
Each friction point is sized by the customers, revenue and cost it affects, so leadership can decide which improvement to fund first and how to measure its return.
The goal of customer journey analytics is not a prettier dashboard. It is a faster decision about where to act.
How ICX Builds Customer Experience Analytics
We start from the decisions leaders need to make and work backwards to the data. Technology comes after the indicators and the process that will act on them.
1. Start from decisions with ICX Compass
With our ICX Compass methodology we identify the journeys and moments that matter most to revenue and retention and the questions the executive team needs answered every month.
2. Define indicators, targets and owners
We select the KPI and OKR for each journey, define how each one is calculated, set a baseline and a target and name the person responsible for acting when it changes.
3. Integrate the data
We connect the CRM, service platforms, surveys and other sources, document the data model and set up the rules that keep the information complete and consistent.
4. Build dashboards your leaders actually use
We design an executive dashboard, journey dashboards and team views in Power BI and in HubSpot, Salesforce or Creatio reports, each one built for the decisions of the people who use it.
5. Turn insight into process change
Findings become actions with owners and deadlines. With the ICX Transformation Framework we adjust processes, business rules and automations in your sales and service software, so the improvement holds after the analysis ends.
6. Govern and improve
We set up a regular review routine and work in 90-day phases, adding journeys and indicators as the first ones prove their value.
ICX Consulting is a HubSpot Solutions Partner at Platinum tier, with more than 10 years of relationship with HubSpot and 5 HubSpot accreditations, and a Salesforce Consulting Partner.
Tell us which customer question you cannot answer today and we will show you how to measure it.
When Companies Need Customer Experience Analytics
These are the situations in which leadership teams usually ask us to build or rebuild their customer experience analytics.
Survey scores do not explain churn
NPS and CSAT look acceptable but customers keep leaving. Connecting survey results with behavior and revenue shows which experiences actually predict cancellation.
Each department reports a different version of the customer
Marketing, sales and service present numbers that do not match. A shared data model and common definitions give leadership one version of the truth.
Contact volume grows without a clear cause
The contact center is busier every month and nobody knows why. Journey analytics traces repeat contacts back to the process step that creates them.
Digital journeys lose customers before purchase or activation
Visitors start a quote, a registration or a checkout and abandon it. Stage by stage measurement shows where and why they drop off.
The CRM is live but nobody trusts the reports
Incomplete data and inconsistent fields make dashboards useless. We fix the definitions and the process that captures the data, not only the report.
Not sure which of these applies to your company? We can help you find out.
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Related Customer Experience Services
Analytics works best when it is connected to listening, journey design and process change.
Related Customer Experience Services
Analytics works best when it is connected to listening, journey design and process change.
Voice of the Customer Program
Design listening points, NPS, CSAT and closed loops that feed your analytics.
Customer Journey Consulting
Map the journeys you will measure and the moments of truth inside them.
ICX Compass
The diagnostic methodology that sets the priorities your analytics should track.
ICX Transformation Framework
Turn findings into process and automation changes in your sales and service software.
Customer Experience Consulting
See all our customer experience consulting services in one place.
Talk to ICX Consulting
Tell us which decisions you need to make and we will propose where to start.
How to measure customer experience? Tools, platforms and metrics
An overview of the metrics, tools and platforms used to measure customer experience.
From NPS to real value, metrics that matter to the executive committee
Which customer indicators deserve a place in the executive agenda and how to connect them with value.
Customer Experience Analytics Frequently Asked Questions
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What is customer experience analytics?
Customer experience analytics is the collection, integration and analysis of customer feedback, behavior and operational data to understand how customers experience your company and how that experience affects revenue, retention and cost to serve. It combines indicators such as NPS, CSAT and CES with CRM and service data to guide decisions.
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What is customer journey analytics?
Customer journey analytics measures how customers move through the stages and channels of their journey over time. Instead of looking at each touchpoint alone, it follows the sequence of interactions to find where customers stall, switch channels or leave, and which experiences lead to purchase, loyalty or churn.
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How is customer experience analytics different from customer analytics?
Customer analytics focuses on who your customers are and what they buy, for example segments, value and propensity. Customer experience analytics focuses on how they experience each interaction and how that experience changes their behavior. The two work best together, with shared customer data in the CRM.
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Which metrics should a customer experience dashboard include?
Usually a short list that combines perception, behavior and cost, such as Net Promoter Score, customer satisfaction, customer effort, conversion and abandonment by stage, resolution time, repeat contacts and retention. The right mix depends on your priority journeys, and every metric should have an owner and a target.
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Which data sources do you connect?
Typically the CRM, the service or contact center platform, survey tools, ecommerce and digital channels and operational systems such as billing or delivery. We document how each source maps to the customer and the account so the indicators are consistent across teams.
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Which tools do you use for customer experience analytics?
We build dashboards in Power BI and in the reporting of HubSpot, Salesforce or Creatio, depending on what your company already uses. The tool matters less than the indicator definitions and the process that acts on them, which we design before building anything.
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How do you turn analytics into action?
Every finding is assigned to an owner with a deadline and a target indicator. We then adjust the process, business rules or automations involved and track the result in the same dashboard, so leadership can see whether the change worked and decide what comes next.
Find Out What Your Customer Data Is Telling You
Request a free executive diagnostic and we will show you which indicators and journeys deserve your attention first.