CRO · Framework · Advanced · Saves 55+ hours
Churn Prediction Framework
A framework for predicting customer churn.
What's included
- Churn indicator identification
- Risk scoring methodology
- Early warning system
- Intervention triggers
- Model validation
- Continuous improvement
Best used when
- Building churn prediction
- Identifying early warning signs
- Prioritizing at-risk accounts
- Reducing churn rate
The template
The Template
CHURN INDICATORS
Churn Signal Identification
CHURN LEADING INDICATORS
USAGE SIGNALS:
☐ Login decline (>50% drop)
☐ Feature abandonment
☐ Reduced active users
☐ Decreased session time
☐ No new use cases
Weight: ___/100
ENGAGEMENT SIGNALS:
☐ Missed meetings
☐ Unanswered emails
☐ No training attendance
☐ Support ticket spike
☐ Negative feedback
Weight: ___/100
RELATIONSHIP SIGNALS:
☐ Champion left
☐ No exec engagement
☐ Unresponsive contacts
☐ Re-org announced
☐ Budget concerns
Weight: ___/100
CONTRACT SIGNALS:
☐ Late payments
☐ Reduced usage tier
☐ Cancellation inquiry
☐ Short renewal request
☐ RFP activity
Weight: ___/100
Early Warning System
| Signal | Severity | Detection | Action |
|---|---|---|---|
| 30% usage drop | Medium | Weekly | CSM outreach |
| Champion leaves | High | Immediate | Exec engagement |
| Support spikes | Medium | Weekly | Root cause analysis |
| Cancellation inquiry | Critical | Immediate | Save playbook |
RISK SCORING
Churn Risk Calculator
CHURN RISK SCORE
ACCOUNT: _______________
DATE: _______________
RISK FACTORS:
Score Weight
Usage trend: ___/10 × 25%
Engagement level: ___/10 × 20%
Relationship health: ___/10 × 20%
Contract signals: ___/10 × 15%
Industry/segment risk: ___/10 × 10%
Time to renewal: ___/10 × 10%
TOTAL RISK SCORE: ___/100
RISK LEVEL:
☐ Low (0-30)
☐ Medium (31-60)
☐ High (61-80)
☐ Critical (81-100)
INTERVENTION REQUIRED:
☐ _______________
Frequently asked questions
What is the Churn Prediction Framework?
A framework for predicting customer churn.
Who is the Churn Prediction Framework for?
It is built for CROs and their teams working on Customer Success. The AI coach adapts it to your company, stage, and goals.
How long does the Churn Prediction Framework take to use?
It saves roughly 55+ hours versus building from scratch. Our AI coach can tailor the framework to your situation in minutes, then hand you a step-by-step plan.
Is the Churn Prediction Framework free?
Yes. You can read the full framework and start getting coached through it for free. Sign in to save your tailored version and track your next steps.
How does the AI coach help with the Churn Prediction Framework?
The coach teaches you the framework, asks a few questions about your business, tailors the framework to you, and gives you measurable next steps to execute.