Nonprofit Matching
Connecting donors with organizations through intelligent matching
The Problem
Donors struggled to find nonprofits aligned with their values. Existing platforms offered basic search but no intelligent matching. Millions in potential donations were lost to decision fatigue.
The Approach
Graph-based matching using donor preferences, organization missions, and community connections. The system learns from giving patterns and surfaces unexpected but relevant matches.
The Architecture
Next.js frontend with GraphQL API backed by Neo4j for relationship queries. The graph model captures organizations, causes, donors, and their interconnections. Real-time recommendation engine updates as donors interact.
The Results
4x increase in donor engagement. Average donation size increased 60% through better matching. Platform facilitated $2M+ in donations in the first year.
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