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Dog walking: When does this lifetime-value shortcut mislead?

Estimate steady-state contribution lifetime value under constant churn.

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Dog walking / walk booking economics
Answer

Small or changing cohorts, zero churn, changing spend, and seasonal retention can make the constant-rate estimate unreliable.

Try this with your own numbers

Formula and worked example

Approximate LTV = monthly revenue × contribution margin / monthly churn rate

Example figures
InputExample
Monthly revenue per active customer120
Contribution margin50 %
Monthly customer churn5 %
Calculated result1,200 per customer

Choose reliable inputs

Include travel, preparation, cleaning and staffed capacity for each booking. For this dog walking calculation, use booking history, care schedules and cleaning records and a consistent definition of one walk booking.

  • Walking time: include the portion belonging to this walk booking or reporting period, and record where the value came from.
  • Travel: include the portion belonging to this walk booking or reporting period, and record where the value came from.
  • Scheduling: include the portion belonging to this walk booking or reporting period, and record where the value came from.

Use the same currency for every money input. Do not mix weekly costs with monthly revenue, or count the same expense in both an itemised cost and allocated overhead.

When does this lifetime-value shortcut mislead?

Small or changing cohorts, zero churn, changing spend, and seasonal retention can make the constant-rate estimate unreliable.

This simplified geometric model excludes discounting, acquisition cost, and changing cohorts.

Compare a different assumption

What if this input changes?

If monthly revenue per active customer rises by 10%, this example changes by 120 per customer. This shows the effect of one change; it does not predict what will happen.

Open the calculator, save your baseline, then change the input supported by the least reliable estimate in your records. Compare both scenarios before committing to a price or capacity promise.

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