The playbook
Customer Retention: Review Process
A useful customer retention review ends with a supported decision for each item examined. Define the evidence required before opening the report: customer, value milestone, risk signal, action. These fields give reviewers a shared basis for agreeing what is working, what needs attention, and who should act.
Put the task in context
Review whether customers are receiving the result they purchased and whether unresolved issues are accumulating. Measure retention using a defined cohort and period. A high activity count does not necessarily indicate value if the customer still cannot complete the core task.
Set the review boundary
Choose the records or journeys that matter to the current question. Include a normal case, a recently changed case, and an exception where available. This is a diagnostic sample, not a claim that every item has been checked. Record how the sample was selected and what would justify expanding it.
Use explicit review criteria
| Criterion | Review question |
|---|---|
| Define the customer's expected outcome and usage milestones | Is the supporting customer current and traceable? |
| Identify unresolved problems and declining engagement | Does value milestone support the decision being made? |
| Offer timely help and review whether the service still fits | Can the next owner verify action? |
Inspect the evidence before assigning a result
For each item, compare the intended behavior with the observed behavior. Pay particular attention to using discounts without understanding why customers leave. If it appears, record where it occurs and which assumption it contradicts. Distinguish a verified defect from an unanswered question and from a preference about how the work should look.
Where the evidence supports the known correction, investigate the cause and repair the value or delivery gap. Give that action to an accountable owner with a description of the expected result. If you cannot yet identify the cause, assign a diagnostic action rather than prescribing a speculative repair.
Record a decision that can be acted on
| Decision | When to use it |
|---|---|
| Keep | The current state serves the intended task and the evidence is adequate. |
| Revise | A specific gap is confirmed and the proposed action addresses it. |
| Investigate | Important information is missing or conflicting. |
| Retire or combine | The item has no distinct useful purpose in the current scope. |
Verify corrections and expand selectively
Recheck the affected customer or opportunity record after the owner completes the action. Then inspect other items sharing the relevant cause. A shared template, process rule, or data source may justify expanding the review. Similar wording or appearance alone is a weaker reason.
Turn the review into a decision summary
Summarize the affected scope, confirmed findings, actions, and open questions. Connect the findings to retained customers by acquisition cohort using the same definition as the baseline. A good summary lets the responsible person decide what happens next without reading every working note.
Preserve the context of the last meaningful conversation. The next owner should know what was promised, what remains unresolved, and who is expected to act. A stage label alone rarely supplies enough information.
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