Soapbox Engage Blog

Ask most development teams where their next major gift prospects will come from, and the answer usually involves buying something: a wealth screening tool, a research subscription, a consultant. Those resources have their place. But before spending on any of them, it's worth asking a simpler question: what does the data already sitting in your CRM tell you?

For most nonprofits on Salesforce or Microsoft Dynamics, the answer is: more than they're using. Giving history, event attendance, campaign engagement, and relationship notes are all signals of major gift readiness, and they're already in the system your team logs into every day. This post walks through how to turn that existing data into a prioritized prospect list your gift officers can actually work from.

Start with the Revenue Goal, Not the Prospect List

It's tempting to start major gift prospecting by pulling a list of everyone who's given above a certain amount. That approach produces a list, but not necessarily the right one, and it says nothing about whether that list can actually meet your fundraising goal.

A more useful starting point is a gift range chart: work backward from your target revenue to figure out how many gifts you need at each level, and how many prospects you need in the pipeline to secure them. If your goal requires five gifts of $25,000 and you can currently name two realistic prospects at that level, that gap tells you exactly what your prospect identification work needs to accomplish before you start reaching out to anyone.

This step matters because it turns "we should do more major gift work" into a specific, measurable target. It also gives your team a way to judge whether the prospects your data surfaces are actually sufficient, not just plausible.

What Your CRM Data Already Tells You About Major Gift Prospects

Once you know how many prospects you need, the next step is finding them. Start inside your own database before looking anywhere else. A few fields and patterns worth reviewing:

• Cumulative and recent giving history. Look beyond the size of the last gift to the trajectory: has giving increased year over year, stayed flat, or lapsed and returned?
• Gift frequency and consistency. Donors who give reliably, even at modest levels, often show stronger affinity than a single large, one-time gift suggests.
• Event and program engagement. Attendance at galas, auctions, or volunteer activities logged through your event registration and auction tools is a direct signal of relationship depth, not just giving capacity.
• Board, staff, and volunteer connections. Relationships captured in contact records often surface prospects who'd never appear on a pure RFM (recency, frequency, monetary) list.
• Notes from past interactions. Free-text notes from gift officers and program staff frequently contain the clearest readiness signals in the entire database, and they're the easiest data to overlook.

That last point is worth dwelling on. If your team relies only on recency, frequency, and monetary value to build a prospect list, you'll likely miss donors who give modestly but consistently, volunteer heavily, or have deep personal ties to your mission that don't show up in a giving report.

All of this only works if the underlying records are trustworthy. Duplicate contacts, inconsistent gift entry, and missing fields will quietly distort a prospect list before you ever get to scoring it, worth a look at how to audit your donor data for quality before treating any of these signals as reliable.

Scoring Major Gift Prospects: Affinity, Capacity, and Readiness

Internal data tells you who's engaged. It doesn't automatically tell you who can give at a major gift level, or who's ready to be asked. Prioritizing prospects well means evaluating three separate things, not collapsing them into one:

Turning a Prioritized List into Gift Officer Action

A ranked spreadsheet doesn't move a campaign forward. The list only matters once it's assigned to specific people with specific next steps. A few practices that make the handoff work:

• Assigns each prospect to a named gift officer, not a general pool, so accountability is clear from day one.
• Documents a proposed next action directly on the CRM record: a call, an invitation to an upcoming event, an introduction through a shared board connection.
• Sets a review cadence so prospects don't sit untouched for a quarter because no one owned the follow-up.
• Logs every touchpoint back into the same CRM record so the next person who opens that contact sees the full history, not just the original score.

Keeping the List Current Without a Quarterly Research Project

Prospect lists go stale fast. A donor who looked like a strong mid-level prospect in January may have attended three events and doubled their giving by June, and a list that only gets rebuilt once a year will miss that shift entirely.

The fix isn't necessarily more research, it's better use of the engagement data already flowing into your CRM. If donations, event registrations, and auction participation all land in the same system in real time, a rise in engagement shows up as it happens rather than waiting to be discovered in the next screening cycle. That makes it realistic to revisit prospect scores quarterly, or even continuously, without treating it as a separate research initiative each time.

Related reading: our guide to the best Salesforce fundraising apps for nonprofits covers the broader tech stack decisions that determine how cleanly this kind of data reaches your CRM in the first place. Our complete guide to prospect research covers external wealth screening tools and how to apply prospect research beyond major gifts, including planned giving and corporate philanthropy.

---

The tools and consultants that specialize in prospect research have real value, especially for capacity and wealth indicators you can't derive internally. But the fastest, lowest-cost place to start is the CRM data your organization is already collecting. Giving history, event engagement, and relationship notes, scored consistently and assigned to real people with real next steps, will surface more actionable major gift prospects than most teams expect.