The Economist Research Model · Humanitarian Finance

Viral Aid Flow Simulator: TikTok Humanitarianism vs Traditional Charity Dynamics

Simulate capital deployment curves, latency trade-offs, and sustainability gaps between direct algorithmic P2P creator fundraising and institutional NGO pipelines.

Crisis Scenario Presets
Algorithmic Dynamics
Crisis Target Cap $250,000
Virality Spike Multiplier 8.5x
Attention Half-Life (Days) 3.5d
Friction & Operational Drag
Creator / Platform Fee 3.8%
Direct Fraud / Diversion Risk 7.2%
NGO Programmatic Overhead 16.5%
NGO Bureaucracy Lag (Days) 14d
90-Day Cumulative Net Aid Deployed Viral P2P  |  Institutional NGO
Viral Net Deployed
$254,117
Gross: $284,500
NGO Net Deployed
$208,750
Gross: $250,000
Median Liquidity Velocity
Day 2 vs Day 18
Viral leads by 16 days
Sustainability Score
18 vs 84
Day 90 residual inflow
Funding Metric TikTok / Creator Viral Institutional NGO Net Delta
Total Gross Raised (USD) $284,500 $250,000 +$34,500
Friction / Overhead Loss 10.7% ($30,383) 16.5% ($41,250) -5.8%
Net Deployed to Ground (USD) $254,117 $208,750 +$45,367
Peak Inflow Day Day 3 Day 28 -25 Days
Median Liquidity Delivery Day Day 2 Day 18 -16 Days
Long-Tail Sustainability Index (0-100) 18 / 100 84 / 100 -66 pts
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