3.1 First 1,000 Users Strategy3.2 Growth Loop Mechanics3.3 Referral Engine3.4 Influencer Strategy3.5 Digital Acquisition Engine3.5.A Paid Acquisition — Ad Testing Framework and CAC Ladder3.5.B WOM Engineering System — Full Operational Manual3.6 8-Stage Growth Funnel3.6.A Growth Funnel — Drop-off Analysis and Debugging3.7 CAC Model & Budget3.8 Cohort Analysis & Retention Model
Retention is the single most important metric for a dating app. High churn is expected — users who find a match leave (success churn). The goal is to maximise D30 retention for users who have not yet found a match, and to convert successful matches into referrals before they churn.
Retention Benchmarks
| Metric | Target | Benchmark | PMF Gate |
|---|---|---|---|
| D7 Retention | 45–55% | Hinge: ~50% | — |
| D14 Retention | 30–40% | Industry: ~35% | — |
| D30 Retention | 20–28% | Industry: ~20% | ≥20% |
| D60 Retention | 12–18% | Strong: 15%+ | — |
| D90 Retention | 8–14% | Strong: 10%+ | ≥10% (scale gate) |
| Success Churn | 15–25% | Users who matched | — |
SUCCESS CHURN: Users who find a match and leave are a success signal, not a failure. The goal is to convert them to referrals before they churn. Post-match NPS survey + referral prompt is the primary mechanism.
Cohort Health Indicators
| Cohort Signal | Healthy | Warning | Action |
|---|---|---|---|
| D1 retention | >60% | 40–60% | Review onboarding flow |
| D7 retention | >45% | 30–45% | Improve match quality |
| D30 retention | >20% | 15–20% | Product emergency — review core loop |
| Female D7 retention | >35% | 25–35% | Safety or match quality issue |
| Referral before churn | >25% | 10–25% | Activate NPS loop earlier |
Phase Targets Summary
| Metric | Phase 1 (Apr) | Phase 2 (Jun) | Phase 3 (Aug) | Phase 4 (Nov+) |
|---|---|---|---|---|
| Total active users | 500–1,000 | 2,000–5,000 | 8,000–10,000 | 20,000+ |
| Female ratio | ≥55% | ≥52% | ≥50% | ≥50% |
| Daily installs | 30+ | 100+ | 200+ | 500+ |
| D7 retention | ≥40% | ≥40% | ≥40% | ≥40% |
| D30 retention | ≥20% | ≥20% | ≥20% | ≥25% |
| Match → meeting rate | ≥10% | ≥12% | ≥15% | ≥20% |
| NPS | ≥30 | ≥35 | ≥40 | ≥50 |
| Referral rate | ≥15% | ≥20% | ≥25% | ≥35% |
| Weekly meetings | 10+ | 50+ | 200+ | 1,000+ |