Crowdfunding Dynamics Lab

The Economist · TikTok Humanitarianism Study
Campaign Framing
Algorithmic Engine
0.85
1.75x
$18.50
4.0%
The Economist Thesis "Where we’re seeing crowdfunding be effective, it’s where it’s tied into a social-change message." Algorithm feeds reward purpose over traditional overhead pleas.
Live Cascade Visualizer · Click nodes to inspect peer ripples CASCADE VIRAL (R₀ 1.48)
Seed Anchor
Micro-Donor
High-Velocity Sharer
Algorithmic Super-Node
Passive Viewer
Real-Time Telemetry
Projected Funds Raised
$263,625
Total Donors
14,250
Reproduction R₀
1.48
Cascade Depth
7 Gen
Diffusion Efficiency
88.0%
Counterfactual Contrast
Social-Change vs Traditional Appeal
Viral Multiplier: +148% (Tipping)
Acquisition Cost: $0.42 / donor
Traditional Solicit CAC: $14.80 / donor
Retention Halflife: 4.2 Weeks
Live Node Inspector
Click any network node on the left canvas to inspect its generation depth, peer downstream conversion, and micro-donation yield.
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