Churn Prediction & Intervention Playbook
SkillSkill
Stop churn before it happens — identify at-risk customers 30-60 days early and intervene.
About
Identify at-risk customers before they cancel, design targeted win-back campaigns, and measure intervention ROI with precision.
This skill uses the Early Signal Intercept Method — a proprietary framework that treats churn as a predictable outcome, not a sudden surprise. Every customer who cancels left a behavioral trail 30–60 days before they left. This skill teaches you to read that trail, act before the cancellation, and measure whether the intervention worked.
What you get:
- Churn Anatomy Analysis: map the 6 root causes of churn in your specific business
- Early Signal Intercept Score (ESIS): a behavioral scoring model to flag at-risk accounts
- 4 At-Risk Profiles: Ghost, Skeptic, Exiter, Mismatch — each with a custom intervention playbook
- Win-back campaign design: 3-touch sequences with timing, copy strategy, and ROI model
- Churn Defense Scorecard: 6 metrics to know if your retention motion is working
A retention consultant charges $5,000-12,000 for this analysis. This skill does it in a session.
Part of the Revenue Science & Growth Models pack.
Core Capabilities
- Churn prediction and risk scoring
- At-risk customer segmentation
- Intervention playbook design
- Win-back campaign sequences
- Churn defense measurement framework
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Version History
This skill is actively maintained.
March 8, 2026
One-time purchase
$19
By continuing, you agree to the Buyer Terms of Service.
Creator
David Flynn
I build AI systems that take over the repetitive work your team dreads — lead intake, reporting, scheduling, follow-up
The stuff that eats hours but doesn't require a human brain.
View creator profile →Details
- Type
- Skill
- Category
- Growth
- Price
- $19
- Version
- 1
- License
- One-time purchase
Works With
Works with OpenClaw, Claude Projects, Custom GPTs and other instruction-friendly AI tools.
Works great with
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