Short answer: Use customer segments, purchase patterns, profitability, feedback, and retention measures to guide improvements.
What is customer segmentation?
Segmentation groups customers by relevant needs, purchase patterns, service requirements, or value. Use it when segments lead to different actions; avoid sensitive attributes without a clear need and lawful basis.
How do you identify profitable customers?
Compare revenue with direct service and acquisition costs over a consistent period. Include discounts, returns, support effort, and retention where data permits. Treat allocated shared costs transparently.
How do CAC and lifetime value help?
Customer acquisition cost estimates acquisition expense per new customer under stated attribution rules. Lifetime value estimates relationship value using assumptions about margin and retention. Both are estimates; test how results change when assumptions change.
How can businesses understand customer behaviour and churn?
Review repeat purchase intervals, product combinations, service usage, complaints, and cancellations. Segment the data and ask customers for feedback. Patterns can suggest explanations but do not prove cause.
How can feedback improve retention?
Collect feedback through appropriate channels, group recurring themes, close the loop with customers, and connect findings to operational evidence. Test changes and review customer outcomes afterward.
Which customer measures belong on a dashboard?
Possible measures include repeat purchase rate, cohort retention, churn, average order value, response time, complaint resolution, acquisition cost, and estimated lifetime value. Larwil can connect analytics to decisions while respecting data quality and privacy.