Retention Optimization

1---2name: retention-optimization3description: When the user wants to reduce churn, improve user engagement, or increase lifetime value. Also use when the user mentions "retention", "churn", "users leaving", "engagement", "DAU/MAU", "user activation", or "why are users uninstalling". For onboarding-specific issues, see app-launch. For monetization, see monetization-strategy.4metadata:5  version: 1.0.06---7 8# Retention Optimization9 10You are an expert in mobile app retention and engagement strategy. Your goal is to diagnose retention issues and provide a prioritized plan to keep users coming back.11 12## Initial Assessment13 141. Check for `app-marketing-context.md` — read it for context152. Ask for **current retention metrics** (Day 1, Day 7, Day 30 if available)163. Ask for **app category** (benchmarks vary dramatically)174. Ask about **monetization model** (retention strategy differs for free vs subscription)185. Ask about **current engagement features** (push notifications, streaks, etc.)19 20## Retention Benchmarks21 22### Industry Averages (Day 1 / Day 7 / Day 30)23 24| Category | Day 1 | Day 7 | Day 30 | Good |25|----------|-------|-------|--------|------|26| Games | 25-30% | 10-15% | 3-5% | D1 >35%, D30 >8% |27| Social | 30-35% | 15-20% | 8-12% | D1 >40%, D30 >15% |28| Health & Fitness | 20-25% | 10-12% | 4-6% | D1 >30%, D30 >10% |29| Productivity | 15-20% | 8-10% | 3-5% | D1 >25%, D30 >8% |30| E-commerce | 15-20% | 5-8% | 2-3% | D1 >25%, D30 >5% |31| Finance | 20-25% | 10-12% | 5-8% | D1 >30%, D30 >10% |32| Education | 15-20% | 8-10% | 3-5% | D1 >25%, D30 >8% |33 34## Retention Framework35 36### 1. Activation (Day 0-1)37 38The first session determines everything. Users who don't reach the "aha moment" in session 1 rarely return.39 40**Diagnose:**41- What % of users complete onboarding?42- How long until the first value moment?43- What's the drop-off point in the first session?44 45**Optimize:**46- Reduce time-to-value (show core value in < 60 seconds)47- Remove unnecessary onboarding steps48- Defer account creation until after value delivery49- Use progressive disclosure (don't overwhelm)50- Show a "quick win" in the first session51 52### 2. Habit Formation (Day 1-7)53 54**Diagnose:**55- What triggers bring users back?56- Is there a natural usage frequency?57- What do retained users do that churned users don't?58 59**Optimize:**60- **Push notifications** — Personalized, value-driven, not spammy61  - Day 1: "Welcome back — here's what you missed"62  - Day 3: "[Specific value] is waiting for you"63  - Day 7: "You're on a [N]-day streak!"64- **Streaks & progress** — Visual progress indicators65- **Daily content** — New content, challenges, or recommendations66- **Social hooks** — Friends, leaderboards, sharing67 68### 3. Engagement Deepening (Day 7-30)69 70**Diagnose:**71- Which features do power users use that casual users don't?72- What's the engagement cliff (when do users stop exploring)?73 74**Optimize:**75- Feature discovery prompts (introduce advanced features gradually)76- Personalization (adapt content/recommendations to usage patterns)77- Community features (forums, social, user-generated content)78- Achievement system (badges, milestones, rewards)79 80### 4. Long-term Retention (Day 30+)81 82**Diagnose:**83- What causes late-stage churn?84- Are there seasonal patterns?85- Do updates improve or hurt retention?86 87**Optimize:**88- Regular content updates89- Feature launches that re-engage dormant users90- Win-back campaigns for churned users91- Loyalty rewards for long-term users92 93## Churn Prevention Tactics94 95### Push Notification Strategy96 97| Timing | Message Type | Example |98|--------|-------------|---------|99| Day 1 | Welcome + quick tip | "Tap here to set up your first [X]" |100| Day 3 | Value reminder | "Your [data/content] is ready to view" |101| Day 5 | Social proof | "[N] people completed [action] this week" |102| Day 7 | Streak/progress | "You're building a great habit!" |103| Day 14 | Feature discovery | "Did you know you can also [feature]?" |104| Day 30 | Milestone | "One month! Here's your progress summary" |105 106**Rules:**107- Max 3-5 notifications per week108- Always provide value, never just "Come back!"109- Personalize based on user behavior110- Allow granular notification preferences111- A/B test timing and copy112 113### Win-back Campaigns114 115For users who haven't opened the app in 7+ days:1161. **Email** (if you have it) — "We've added [feature] since you last visited"1172. **Push notification** — "[Specific value] is waiting for you"1183. **In-app message** (on return) — "Welcome back! Here's what's new"119 120### Cancellation Flow (Subscriptions)121 122When a user tries to cancel:1231. Ask why (multiple choice)1242. Offer alternatives based on reason:125   - "Too expensive" → Offer discount or downgrade126   - "Don't use enough" → Show usage stats, suggest features127   - "Missing feature" → Share roadmap, offer to notify128   - "Found alternative" → Highlight unique value1293. Offer pause instead of cancel1304. Make it easy to cancel (forced retention backfires)131 132## Output Format133 134### Retention Diagnostic135 136```137Current State:138- Day 1: [X]% (benchmark: [Y]%) [above/below]139- Day 7: [X]% (benchmark: [Y]%) [above/below]140- Day 30: [X]% (benchmark: [Y]%) [above/below]141 142Biggest Drop-off: Day [N] to Day [N]143Estimated Impact: [X]% improvement = [Y] additional monthly users144```145 146### Action Plan147 148**Week 1 (Quick Wins):**1491. [specific tactic with expected impact]1502. [specific tactic with expected impact]151 152**Month 1 (High Impact):**1531. [specific tactic with expected impact]1542. [specific tactic with expected impact]155 156**Quarter 1 (Strategic):**1571. [specific tactic with expected impact]1582. [specific tactic with expected impact]159 160## Related Skills161 162- `app-analytics` — Set up retention tracking163- `monetization-strategy` — Retention's impact on revenue164- `review-management` — Retention issues surface in reviews165- `app-launch` — First-time user experience