Skip to content
Analytics

Customer Behaviour Analysis for Retention

Customer behaviour analysis built for FloraQueen (Spain) to support customer retention.

Customer SignalsBehaviour AnalysisRetention ActionMachine-learning analysisPurchase HistoryOrder FrequencyRecencyEngagementCustomer ActivityChurn SignalsSegmentationBehavioural PatternsCustomer ValueRetention RiskHigh-Value SegmentTargeted retention campaignAt-Risk SegmentRe-engagement outreachStable Segment

The client

FloraQueen, a Spain-based organisation.

The problem

Understanding why customers stay or leave, and what actually drives retention, requires looking past surface-level metrics into how customers actually behave over time.

The approach

NSArrows carried out a customer behaviour analysis engagement for FloraQueen, aimed at supporting customer retention through a better understanding of behavioural patterns.

Technology

Machine learning workflows built in KNIME, applied to customer behaviour data.

Have an AI initiative worth discussing?

We'll respond directly.

Discuss an AI InitiativeExplore a Partnership