Customer Data
Data ScienceHierarchy of NeedsWin-backCancellationBehavioural ScienceExperimentationCACGrowthRetention-Led GrowthIncrementalityCase StudyCross-sellAcquisitionReducing ChurnARPUCRM MarketingNPSCustomer DataAIEpisode SummaryChatGPTChurn RateCustomer Lifetime ValueTacticsGamificationPersonalisationCommunityUpsellMeasurementDouble ProfitsOnboardingRetention MarketingMoments of TruthCustomer LoveOptimisationValue RealisationEarly Life
Behavioural ScienceBehavioural Science
+2+2

Retention-Led GrowthRetention-Led Growth
+2+2

CancellationCancellation
+2+2
