Model retention campaigns, score risk segments, compare incentives, and project recovered recurring revenue with confidence. Turn churn signals into measurable growth with practical forecasts.
Enter campaign and model assumptions below. Your projected savings and ROI will appear here after submission.
Expected churners = Customers at risk × Baseline churn rate.
Customers targeted = Customers at risk × Intervention coverage.
True churners reached = Minimum of expected churners and targeted customers × Model precision.
Customers saved = True churners reached × Save rate on true churners.
Monthly gross profit preserved = Customers saved × Average monthly revenue × Gross margin.
Discounted profit preserved = Monthly gross profit preserved × Discounted month factor across the analysis period.
Total cost = Fixed campaign cost + Targeted customers × Incentive cost + Targeted customers × Prediction cost.
Net benefit = Discounted profit preserved − Total cost.
ROI = Net benefit ÷ Total cost × 100.
Sample planning assumptions for a subscription business churn program.
| Scenario | At Risk | Churn % | Coverage % | Precision % | Save % | ARPU | Margin % |
|---|---|---|---|---|---|---|---|
| Starter SaaS | 1200 | 14 | 50 | 66 | 28 | 29 | 62 |
| Growth SaaS | 5000 | 18 | 60 | 72 | 35 | 49 | 68 |
| Enterprise Mix | 900 | 11 | 75 | 81 | 42 | 210 | 74 |
| Ecommerce Loyalty | 3500 | 21 | 58 | 69 | 31 | 38 | 55 |
It estimates how many customers an AI-driven retention program can save, the expected revenue preserved, campaign costs, and projected net return.
Precision reflects how many targeted customers are truly likely to churn. Better precision reduces wasted incentives and usually improves ROI.
It is the percentage of actual churn-risk customers who stay because of your retention intervention, such as outreach, pricing, or support actions.
Enter average monthly revenue separately and use gross margin to convert retained revenue into preserved profit. That creates a more realistic business outcome.
Future retained profit is worth slightly less than immediate profit. Discounting helps compare future benefits against today’s campaign costs.
Yes. It is especially useful for subscription, SaaS, telecom, ecommerce, and membership businesses where churn directly affects recurring revenue.
Payback months shows how quickly preserved monthly gross profit can recover your total program cost under the entered assumptions.
No. It is a planning tool. You should still validate uplift, calibration, fairness, and real campaign response using production data.
Important Note: All the Calculators listed in this site are for educational purpose only and we do not guarentee the accuracy of results. Please do consult with other sources as well.