By Austin Elliott
I’ve sat in more than a few meetings where someone proudly pulls up a spreadsheet of donor giving capacity, wealth screening scores, and engagement history, and then asks, “So what do we do with this?”
That question is usually where things go wrong. Data doesn’t build relationships. People do. But data, used well, can help you have better conversations, notice things you’d otherwise miss, and show up for donors in a way that actually feels personal instead of automated.
Data tells you where to look, not what to say
I think the biggest misunderstanding about donor data is that it’s supposed to replace judgment. It’s not. A wealth score can tell you someone has capacity. It can’t tell you they just lost a spouse, or that their granddaughter was treated in your NICU, or that they’ve been quietly giving to three other causes because nobody from your team ever followed up after their first gift.
In healthcare philanthropy, the stakes of that gap are higher. A donor’s deepest connection to your hospital is often a care experience, theirs or a family member’s, and identifying those grateful patients in a way that fully respects HIPAA is where most foundations get stuck. Screening data can’t see gratitude. It has to be captured where it shows up.
The data narrows the list. The relationship is still built the old fashioned way, by paying attention and asking good questions.
Use it to remember, not just to target
Some of the best use of donor data I’ve seen has nothing to do with identifying new prospects. It’s remembering that a donor mentioned their late husband’s name at last year’s gala, or that they always ask about a specific program, or that they prefer a phone call over an email.
Those details used to live in someone’s head, or in the notes of a gift officer who eventually left the organization and took that knowledge with them. That’s not a rare event. Industry studies have pegged the average tenure of a frontline fundraiser at as little as 16 to 24 months, which means many donor relationships will outlast the gift officer who started them. When it’s captured well, it means the next conversation with that donor doesn’t start from zero. It starts from “I remembered.”
Let data catch what people miss
Nobody on a development team has the bandwidth to track every donor’s engagement pattern by memory. That’s where data actually earns its keep. It can flag a longtime donor who’s gone quiet, or a mid level donor whose giving just jumped in a way that deserves a real conversation instead of a form letter.
I’ve watched foundations catch a major gift opportunity simply because their data flagged a pattern a person would have never noticed on their own. That’s not data replacing relationship building. That’s data protecting it from falling through the cracks. It’s also the thinking behind Gratify, our grateful patient engagement platform, which surfaces those signals automatically so a gift officer sees the pattern the week it emerges, not months later in a portfolio review.
The goal is always the same conversation, just a better one
At the end of the day, a donor doesn’t care how sophisticated your database is. They care whether the person across the table actually knows them and actually cares about the same things they do. Good data just means that person walks into the room more prepared, asks better questions, and doesn’t waste the donor’s time repeating what they already said last year.
That’s the real return on donor data. Not more prospects. Better conversations with the ones you already have.
Gratify, GOBEL’s grateful patient engagement platform, helps healthcare development teams turn patient gratitude into better conversations.
See it in person at AHP International in Nashville, October 7-9, 2026 or request a demonstration by filling out the form below!
