
Red Cross Owns Nonprofit AI
Directional modeling study of how five AI engines surface and rank nonprofits — 28 organizations, 62 donor-intent prompts. Red Cross, St. Jude, UNICEF, and Doctors Without Borders anchor the category. Evaluator ratings drive citation. Federated structures dilute it.





