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Part 8

8.4 City Replication Framework

PMF & SCALE

The Bangkok model becomes the template. Every city launch replicates the same five-step process. The only variables are the local team, local venues, and local cultural adaptations. The system is the same.

5-Step City Launch Process

Step 1 — Build First 1,000 Users: Curated, not random. Social connectors, influencers, MBA students, expat professionals. Every new user receives 3 curated matches within 24 hours. Gender ratio maintained at 45–55% female from day one.

Step 2 — Engineer Liquidity: Manually curate matches until algorithmic matching is reliable. Seed early users with high-energy connectors. Ensure time-to-first-match is under 24 hours for every user. Do not scale until liquidity is confirmed.

Step 3 — Launch Curated Experiences: First events are small (20–30 people), highly curated, and seeded with 30–40% connectors. Events generate social content. Content drives next cohort. Each event must generate 10+ organic posts.

Step 4 — Activate Viral Event Content: Event content is the primary acquisition channel in Phase 3. Arrival clips, crowd videos, testimonials, behind-the-scenes. Post within 24 hours. Amplify with influencer reshares. Each event should drive 50–200 new installs.

Step 5 — Scale Through WOM: Once repeat attendance exceeds 30% and NPS exceeds 55, the WOM flywheel is self-sustaining. Paid acquisition becomes supplementary. The platform grows through stories, referrals, and social proof.

THE REPLICATION RULE: Never launch a new city before Bangkok has proven the model. Bangkok must achieve: 10,000+ users, D30 retention ≥20%, Match→Meet ≥30%, Event NPS ≥55, Referral rate ≥25%. Only then does the Bangkok playbook become the city replication template.

City Launch Gate Criteria

Metric Bangkok Gate Singapore Gate India Gate
Active users 10,000+ 5,000+ 8,000+
D30 retention ≥20% ≥20% ≥20%
Match → Meet rate ≥30% ≥25% ≥20%
Event NPS ≥55 ≥50 ≥50
Referral rate ≥25% ≥20% ≥20%