A Customer Journey Map Should Be a Behavioural Model, Not Just a Diagram
A customer journey map is a visual representation of the stages a customer passes through while dealing with a business. It normally shows touchpoints, which are the moments when the customer encounters the organisation through an advertisement, website, employee, payment, delivery or support interaction.
Most companies represent these stages and touchpoints as a diagram. The diagram gives marketing, sales, product, service and operations a shared view of the intended experience. This creates an important weakness: the picture does not tell management how customers actually move, how common each route is or which touchpoint affects the final outcome.
A behavioural model is the alternative. It represents the journey as a sequence of observable customer actions, measures how people move between touchpoints and estimates what is likely to happen next. The journey can then be tested against real behaviour rather than accepted because the diagram looks plausible.
Why the usual diagram is only a starting point
A diagram can name the stages, show the intended route and record what teams believe customers think or feel. This is a useful starting point. It helps the organisation discuss the complete experience instead of viewing one department at a time.
The diagram cannot establish how many customers follow the intended route. It cannot show whether one group repeatedly changes channel, whether a delay increases abandonment or whether a difficult touchpoint has any effect on purchase, completion or loyalty. Those are questions about behaviour and evidence.
What makes the journey a behavioural model
A behavioural journey model defines the customer or case being followed, the stages the customer can occupy and the events that move the customer from one stage to another. It records the time spent at each stage and the outcome the business wants to understand. It can also include customer characteristics, channel, previous experience and operating conditions that may explain why journeys differ.
For example, an account-opening model could represent movement from initial interest to application, identity verification, review, approval and first use. It could also represent abandonment, a request for help or a move from the website to a branch. The model does not assume that every customer follows one neat path.
What should be measured at each touchpoint?
The measures depend on the decision, but they commonly include the number of customers who reach the touchpoint, the time spent there, successful completion, errors, repeat attempts, requests for help, channel changes and exits. Customer feedback can add satisfaction, effort, confidence or expressed response. The analysis then connects these measures to an outcome such as purchase, successful onboarding, continued use, complaint or customer loss.
Measurement makes comparisons possible. Marketways can examine whether the same touchpoint works differently for new and experienced customers, whether performance changes by channel or whether one operating condition predicts a poor outcome.
What can the model predict?
A journey model can estimate the next likely stage, the probability of completion or abandonment, the expected time to completion and the likelihood that a customer will need assistance. These predictions allow the business to place support earlier, create a different route for a customer group or investigate a stage before it produces wider loss.
A prediction is not automatically a causal explanation. If management needs to know whether changing a touchpoint will improve the outcome, the redesign should be tested through an experiment or another credible causal comparison.
How do we know whether the model is good?
The model should be tested on customer journeys it did not use during development. Its predicted completion rates should agree with what later occurred. It should represent the main paths, remain useful across important customer groups and perform better than a simple benchmark. A statistically accurate model still fails if the business cannot act on its result or if it omits work performed outside the recorded systems.
This is why Marketways combines business understanding with statistical modelling. The diagram helps teams see the journey. The behavioural model helps them measure it, anticipate what may happen and test whether an improvement worked.
Use the practical sequence in How to Create a Realistic Customer Journey Map, or see the digital account-opening application.
Sources
- Harvard Business School Online, What Is a Customer Journey Map?
- Nielsen Norman Group, When and How to Create Customer Journey Maps.
- Rosenbaum, Otalora and Ramírez, How to create a realistic customer journey map.
- Lemon and Verhoef, Understanding Customer Experience Throughout the Customer Journey.
- Bernard and Andritsos, A Process Mining Based Model for Customer Journey Mapping.