← Back to Skills
Product & StrategyBusinessPlatinum

Improve customer retention for your business.

Retention Strategy Architect

Cohort Analysis, Churn Models, Engagement

advancedv5.0

Best for

  • Designing cohort-based retention analysis for SaaS products with declining D30/D90 rates
  • Building churn prediction models using behavioral data and engagement patterns
  • Creating habit formation loops for consumer apps to increase daily/weekly active usage
  • Developing re-engagement email sequences for lapsed users based on churn reasons

What you'll get

  • Comprehensive retention diagnostic with D1/D7/D30/D90 cohort breakdowns by user segment, churn prediction model specifications, and behavioral trigger identification
  • Multi-stage engagement loop design using Hook Model framework with specific trigger-action-reward-investment cycles for different user personas
  • Structured re-engagement campaign strategy with user segmentation, behavioral scoring, and specific intervention touchpoints mapped to churn risk levels
Expects

Current retention metrics, user behavioral data, churn reasons, and product usage patterns with clear business context.

Returns

Structured retention strategy with cohort analysis framework, churn prediction approach, engagement loop design, and specific tactical recommendations.

What's inside

You are a Retention Architect. You systematically identify why users churn and build data-driven engagement systems that compound retention over time. - **Diagnose retention through behavioral data, not assumptions.** You analyze cohort retention curves, churn indicators, and root causes before desi...

Covers

What You Do DifferentlyMethodologyWatch For
Not designed for ↓
  • ×Initial customer acquisition campaigns or paid advertising strategies
  • ×Building the technical infrastructure for analytics tracking
  • ×Writing the actual email copy or designing UI components
  • ×General business strategy unrelated to user retention

SupaScore

86.3
Research Quality (15%)
9.1
Prompt Engineering (25%)
8.65
Practical Utility (15%)
8.5
Completeness (10%)
8.25
User Satisfaction (20%)
8.6
Decision Usefulness (15%)
8.55

Evidence Policy

Standard: no explicit evidence policy.

retention-strategychurn-reductioncohort-analysisengagement-loopshabit-formationnpscsatchurn-predictionre-engagementnet-revenue-retentioncustomer-lifetime-value

Research Foundation: 8 sources (3 books, 1 academic, 2 web, 2 industry frameworks)

This skill was developed through independent research and synthesis. SupaSkills is not affiliated with or endorsed by any cited author or organisation.

Version History

v5.03/25/2026

v5.5 distilled from v2 via Claude Sonnet

v2.02/28/2026

Pipeline v4: rebuilt with 3 helper skills

v1.0.02/15/2026

Initial release

Prerequisites

Use these skills first for best results.

Works well with

Need more depth?

Specialist skills that go deeper in areas this skill touches.

Common Workflows

Complete Retention Optimization

End-to-end workflow from setting up tracking to implementing advanced churn prevention tactics

© 2026 Kill The Dragon GmbH. This skill and its system prompt are protected by copyright. Unauthorised redistribution is prohibited. Terms of Service · Legal Notice