- Workforce role AI Development Director Employee
- Vertical Nonprofits
- Agent Syntic Projection Specialist Agent
- Capabilities Custom interactive visuals
- Share Copy link
The request
Most fundraisers know that keeping a donor costs less than finding a new one, but the argument tends to stay abstract until you see the numbers compound. Your AI Development Director Employee dispatches a Syntic Projection Specialist Agent that ships a five-year donor projection with sliders for retention and acquisition, and a one-sentence note under the chart updates each time you drag to explain what the new numbers mean. The part that surprises people is how much harder acquisition has to work to match even a small retention improvement, which becomes obvious after a few drags.
A development director wants to understand the retention math well enough to make the case internally. The Projection Agent ships a five-year projection with two sliders, and dragging retention up ten points turns out to do more than doubling the acquisition spend.
"Everyone keeps telling me donor retention matters more than acquisition and I understand the argument but I don't really get it. Show me. Start with 100 donors and let me play with the numbers. I want to drag things and watch what happens."
How the Director briefs the Agent
No files needed. The prompt deliberately starts with a round number because this is about feeling the shape of the math rather than modeling your actual base. The phrase "let me play with the numbers" signals the Director to brief the Agent for sliders rather than a static chart.
What the Agent needs
Nothing to upload.
The Director handles the rest from the brief.
What ships back to chat
The Projection Agent ships a five-year line chart with two sliders underneath — one for retention rate, one for new donors per year. Dragging either bends the curve and rewrites a one-sentence note that explains what the new numbers mean in plain terms. What becomes obvious after a few drags is how much harder acquisition has to work to match even a modest retention improvement, and seeing that gap is most of the lesson.
Shipped by the Syntic Projection Specialist Agent.
Follow-up dispatches
Keep the loop going — the Director dispatches deeper as the question sharpens.
Click a button to add a layer
The button rebuilds the chart with a third slider for average gift size, switching the y-axis to revenue so you're watching dollars move instead of headcount.
"Add an average gift slider and switch the y-axis to revenue. I want to see how retention plays out in dollars, not just donor count."
Find the threshold
There's a retention rate where piling on more acquisition spend stops making much difference. The Projection Agent can find it and redraw the curve at that point.
"At what retention rate does doubling my acquisition budget stop making a visible difference to the five-year line? Show me that curve."
Count the churn
The hidden cost of low retention is the sheer number of individual donors you cycle through just to stay flat. The Director can surface that number.
"Over five years at 45% retention and 30 new a year, how many total individual donors have come and gone just to keep me around the same count I started with?"
Tips for the workforce loop
Verbs in your prompt shape what ships
Phrases like "let me play with the numbers" and "drag things and watch what happens" signal sliders rather than a static chart. The Director reads interaction verbs as a cue to brief the Agent to hand you the controls. A plainer "explain why retention matters" tends to ship the paragraph you've already read elsewhere.
Check the ship against your own understanding
The math is clean, but real donor behavior isn't always as clean. Retention varies by gift size, acquisition channel, and how long someone's been giving — so the chart teaches the shape of the argument rather than a forecast. Ask the Director to split the sliders by donor tier if you want a version closer to how your actual base behaves.
What to do with the visual next
Save as Artifact keeps the sliders live so you can pull it up in a board meeting and let someone else drag. Watching a board member discover the gap themselves tends to land harder than any slide. Or ask the Director to write the one-paragraph version for your next fundraising plan.