Part 1: Assuming a Single Thank-You Is Enough to Retain Donors
Most Executive Directors and Development Directors incorrectly assume January is a slow fundraising month.
Unless prompted with performance data, AI won’t weigh the outcomes of using one piece of marketing copy over another.
Instead, LLMs identify patterns across billions of inputs, most of which are unverified, non-controlled, and disconnected from revenue performance.