Customer & product analytics

Understand how customers behave — and what changes the outcome.

Analyse journeys, funnels, retention, segments and product behaviour to find where customers struggle, what keeps them engaged and which opportunities deserve attention.

Behaviour • Funnels • Retention • Segmentation • Experimentation

Visual showing customer and behavioural data flowing through segments towards different product and business outcomes

The analytical job

Move from activity metrics to customer behaviour.

Pageviews, sessions and feature usage can describe activity without explaining what it means. Customer and product analytics connects behaviour to progression, conversion, retention and commercial value.

The aim is not to create more segments or dashboards. It is to understand which behaviours matter and what product or journey changes are worth testing.

Journey

Funnel & journey analysis

Find where users drop out, where progression changes and which stages contribute most to lost outcomes.

Retention

Retention & churn analysis

Understand who stays, who leaves, when behaviour changes and which early signals are associated with retention.

Segmentation

Customer segmentation

Group customers using behaviour, value, needs or lifecycle patterns so decisions can be made at a useful level.

Product

Product KPI frameworks

Define measures that connect product usage and customer outcomes rather than relying on generic engagement metrics.

Experimentation

Experiment & change analysis

Frame hypotheses, interpret test results and separate meaningful product effects from noise or mix changes.

Commercial

Opportunity evaluation

Combine customer evidence with commercial context to estimate the value and trade-offs of potential changes.

Questions this work can answer

Useful analysis starts with decisions.

Where in the journey did conversion begin to weaken?
Which behaviours distinguish customers who retain from those who churn?
Is the headline decline broad, or concentrated in a particular segment?
Which product opportunity has enough evidence and value to test next?

Experience

Customer behaviour, retention and product decisions.

Experience includes customer segmentation, behavioural and transactional analysis, retention, lifecycle modelling, product KPIs, experimentation and commercial evaluation in high-volume digital environments.

View selected experience

Customer & product analytics

Have a behaviour or retention question worth investigating?

Bring the decision, journey or product problem. We can help turn the available customer data into a focused analytical answer.