As more institutions adopt autonomous fundraising, a key question arises: Which donors respond best to AI-powered fundraisers? With more than 100,000 donors currently managed by Virtual Engagement Officers (VEOs), the industry now has the data to move beyond anecdotes and answer that question with clarity.
This session will share insights from the top-performing donors in autonomous fundraising portfolios—those who consistently drive revenue, reengage after lapsing, graduate into major gift pipelines, or respond at high rates to AI-powered outreach. Using real portfolio data, we will highlight four categories of top performers:
High-Value Givers: why recency of giving predicts outcomes better than historic capacity.
Graduated Donors: how to recognize readiness for gift officer handoffs.
Re-Acquisitions: why lapsed donors within 1–2 years represent the highest-return reengagement opportunities.
Highly Responsive Donors: how engagement behaviors signal donor potential regardless of gift size.

Participants will see how these insights apply across advancement contexts. The session will also provide recommendations for tailoring portfolio design to different advancement goals, including immediate revenue generation, pipeline building, and reacquisition strategies. By examining the donors who thrive most under autonomous fundraising, attendees will gain a data-backed framework for scaling fundraising strategies across more of the 97.5% of donors who are typically unmanaged.