Thank you for participating in the Fundraising Judgment Benchmark.
You will review a series of realistic fundraising and advancement scenarios. For each scenario, you will compare two possible recommendations. The source of each recommendation is not shown. Some recommendations were drafted by experienced nonprofit professionals, and others were generated using AI.
The purpose of the study is not to determine whether humans or AI are universally better. It is to understand where AI can responsibly automate, assist, or recommend fundraising work, and where human judgment should remain central.
Please evaluate each recommendation based on its substance rather than attempting to identify its source.
The survey should take approximately 8 to 10 minutes. Responses will be reported in aggregate.