Episode 225: How to Spot Donor Trends Before They Happen (Using AI)
Imagine knowing exactly which donors are about to give again — and which ones are slipping away — before it happens. In this episode of The Million Dollar Nonprofit, Tom Kelly reveals how to use AI to spot donor trends early, so you can act fast, d...
Million Dollar Nonprofit · Tom Kelly
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Show Notes
Imagine knowing exactly which donors are about to give again — and which ones are slipping away — before it happens. In this episode of The Million Dollar Nonprofit, Tom Kelly reveals how to use AI to spot donor trends early, so you can act fast, deepen relationships, and prevent churn before it starts.
You’ll learn how to:
✅ Observe — Use AI to detect subtle donor behavior changes.
✅ Organize — Segment donors into Champions, Drifters, and Sleepers with personalized messaging.
✅ Optimize — Predict future donations and automate timely outreach that keeps supporters connected.
Tom shares how one arts nonprofit used AI to increase upgrades by 33% in a single quarter — all by tracking attendance and engagement patterns.
This episode is your step-by-step guide to turning data into decisions — and donors into lifelong champions.