
Red Cross Owns Nonprofit AI
A directional modeling study of how five AI engines surface and rank nonprofits across 28 organizations and 62 donor-intent prompts. Red Cross, St. Jude, UNICEF, and Doctors Without Borders anchor the category; evaluator ratings drive citation; federated structures dilute it. The charity the chatbox names first is the one the donor gives to first.











