Churn Diagnosis
Part of Retention programme operations
Assigning owners to the root causes of customer loss
Turn a suspected customer-loss cause into a bounded issue with an accountable owner, evidence check, repair and review date.
Assign every suspected cause of customer loss to an accountable owner who can investigate the underlying condition and coordinate a response. A marketing team cannot repair a dispatch failure or an inaccurate product page by sending another message. Treat the cause as a hypothesis until the evidence supports it.
Define an issue someone can act on
Begin with a bounded observation: the affected product and customer group, period, recorded problem and later purchasing pattern. Separate that observation from the proposed explanation. A report that buyers received items with a missing component before a later buying opportunity identifies cases to inspect, but it does not prove why each buyer did or did not return.
Give the issue a stable ID. Keep references to relevant orders, service cases or research under appropriate access controls. Record the evidence for and against the suspected cause, what remains unknown and the next investigation. A ticket category or interview theme is not a measured share of all lost customers unless the underlying population and collection process support that claim.
Assign the controllable step
| Suspected condition | Likely accountable function | First action to verify |
|---|---|---|
| Repeated dispatch delay | Fulfilment | Check the dispatch handoff and affected orders |
| Product page promise differs from the item supplied | Product or merchandising | Compare the page version with the approved specification |
| Stock gap near a plausible reorder time | Inventory or buying | Check availability and replenishment records |
| Agreed customer remedy still pending | Service | Confirm the promised action and its completion status |
These are assignment examples, not findings about a retailer. A single issue may involve several teams. Name one accountable owner to coordinate the work, contributors for their parts and a decision-maker for changes outside the owner's authority. Set an escalation route when the work is blocked.
Give the owner a check and a deadline
Agree what evidence the owner will inspect and when the team will decide whether the proposed cause needs repair, more investigation or closure. Check relevant dates and source records. Keep alternative explanations visible, including a larger final order, an unlinked purchase or a changed product mix. If the evidence weakens the hypothesis, revise or close it with a reason.
When a repair is approved, record the change, effective date and an immediate measure of the condition it was meant to fix. For a dispatch change, first check whether the dispatch problem recurs. Review later purchasing only after a plausible buying opportunity, using a suitable comparison before attributing a retention change to the repair. Do not delay an owed service action for a retention study.
Keep the issue open until it has an owner, next action, due date and recorded outcome. Escalate overdue actions and close completed work with its evidence. Leave detailed personal case notes in their source systems. Where the Australian Privacy Principles apply, reasonable steps are required to protect personal information and ensure that information used for a purpose is accurate, up to date, complete and relevant.
