Donor Research Brief

Walk into every cultivation meeting prepared. Ask Joy for a brief on any donor and get their giving history, capacity and affinity signals, connection to your mission, and a suggested ask range with talking points, all drawn from your own records.

For Major Gifts Officers Development Directors Executive Directors Prospect Research & Advancement Services
Sample prompt to Joy's Assistant

Put together a cultivation brief on [donor] ahead of my [meeting]: pull giving history, capacity and affinity signals, connection to us, and interests from our CRM and research notes, then suggest an ask range and a few talking points.

What it can look like

An illustrative example. Your output will reflect your own sources, data, and prompts.

Put together a cultivation brief on Eleanor Whitfield ahead of my coffee meeting next Tuesday: pull giving history, capacity and affinity signals, connection to us, and interests from our CRM and research notes, then suggest an ask range and a few talking points.

Here is what your CRM and the research notes in your Knowledge Center have on Eleanor Whitfield, pulled into one brief. Everything below comes from your own records, so you can take it into the room as is

Cultivation brief: Eleanor Whitfield

Donor: Eleanor Whitfield
Meeting: Coffee, Tuesday Jul 28
Prepared from: CRM and Knowledge Center research notes

The short version. Eleanor is a loyal nine-year donor who gives reliably at year-end and steps up to $10,000 at the gala. Her capacity is rated well above what she currently gives, and everything she has funded points to youth literacy. There is room for a program-specific ask.

Giving history. 11 gifts totaling $47,500 since 2016, with no lapsed year. Her last five:

DateAmountDesignation
Dec 2025$5,000Year-end appeal (unrestricted)
Oct 2024$10,000Gala — Youth Literacy Fund
Dec 2023$5,000Year-end appeal (unrestricted)
Oct 2022$10,000Gala — Youth Literacy Fund
Dec 2021$3,500Year-end appeal (unrestricted)

Capacity and affinity. Your prospect-research note from May 2024 rates her a major-gift prospect and cites board service at the Hartwell Foundation and a $25,000 gift to the regional hospital campaign, both from public sources your researcher logged. Her affinity is strong: she has opened nearly every appeal, attended the last three galas, and referred the Castellano family, who now give annually.

Connection to us. Board member Priya Anand introduced her in 2016, and she has served on the gala host committee twice. Both of her gala gifts were restricted to the Youth Literacy Fund, and at last fall’s gala she asked our program director about the new bilingual reading pilot.

Interests. Early-childhood and youth literacy, consistently. She attends the author-visit events, and her conversation notes flag a specific interest in reaching Spanish-speaking families.

Suggested ask. $15,000 to $25,000, restricted to the bilingual reading program. That is a genuine stretch from her $10,000 gala level but sits comfortably under the capacity on file, and it matches an interest she raised herself. Three points to open with:

  • Thank before you ask. Nine unbroken years and two host-committee terms — lead with what her steadiness has built, not the number.
  • Name the program she already raised. She brought up bilingual reading first, so frame the gift as funding the pilot she is curious about, reaching Spanish-speaking families.
  • Offer recognition at the top of the range. Her file notes she valued the gala naming at the $10,000 level, so a named classroom or session for the pilot may land the $25,000 ask.

This brief reflects only what is in your records — there is no outside wealth data here. If prospect research turns up more before Tuesday, add it to her file and I will fold it in.

Want me to draft a short meeting agenda for Tuesday, or pull her full gift history as a year-by-year table?

From a name to a meeting-ready brief

Meet Joy, your development assistant. Ask for a brief on any donor and Joy pulls their giving history from your CRM and the research notes your team has logged in the Knowledge Center, then reads back capacity and affinity signals, how they connect to your mission, and what they care about.

  1. Connect your records

    Link your donor CRM and add your prospect-research notes, event history, and past conversation logs to the Knowledge Center. Joy reads from what your team already keeps.

  2. Ask for the brief

    Name the donor and the meeting. Joy finds the record, pulls giving history and the signals your team has logged, and assembles a brief organized the way a gift officer thinks.

  3. Review and go deeper

    Read Joy's take on capacity, affinity, and connection, each tied to a source on file. Ask it to dig in on any point: "What did she say at last year's gala?" or "Show her full gift history year by year."

  4. Use it where you work

    Copy the brief into your meeting notes, the donor's CRM contact record, or the email you send your executive director before the visit.

  5. Make it one click for your team

    Save this ask as a custom command on the assistant your team already uses, so anyone can run it in one step.

Make it yours

Giving History

Lifetime total, recent gifts, designations, and the trend, straight from your CRM.

Capacity & Affinity

The capacity rating and affinity signals your team has logged, each tied to its source.

Connection to You

How the donor came to you, who introduced them, and where they have shown up.

Ask & Talking Points

A suggested ask range grounded in their history, plus a few points to open with.

Event Prep List

Brief every major-gift prospect on the guest list before a gala or cultivation event.

Lapsed-Donor Reconnect

Focus on why a once-loyal donor stopped and what history suggests might bring them back.

Upgrade Candidate Review

Surface consistent mid-level donors whose giving suggests they are ready for a major-gift conversation.

Planned-Giving Prospect

Pull tenure, age where on file, and loyalty signals to prepare a legacy-society conversation.

Frequently Asked Questions

How does AI build a donor brief before a meeting?

Ask Joy for a brief on a named donor and it pulls their giving history from your CRM and the research notes in your Knowledge Center, then organizes capacity, affinity, connection, and interests into one meeting-ready brief with a suggested ask range and talking points. What used to take an hour of digging takes a minute.

Where does the donor information come from?

Only from your own records: the donor CRM, prospect-research notes, event history, and conversation logs your team keeps in the Knowledge Center. Joy does not pull from outside wealth databases or the open web unless your team has logged that research on the donor's file.

Does the assistant estimate a donor's net worth or wealth?

No. Joy will not guess at net worth or fabricate wealth figures. It reports the capacity rating and affinity signals your researchers have already logged, each tied to its source, so the brief reflects what your organization actually knows rather than an invented estimate.

How does it suggest an ask amount?

The suggested range is grounded in the donor's own giving history and the capacity rating on file: their typical gift, their high-water mark, and how the logged capacity compares. Joy shows the reasoning so you can adjust it with your read of the relationship.

Can I ask follow-up questions about a prospect?

Yes. Ask Joy to expand any section, show the full year-by-year gift history, surface what a donor said in a past visit, or draft a meeting agenda from the brief. It continues with full context from the donor's record.

Ready to walk into every donor meeting knowing exactly who is across the table?

Join the waitlist and be first to try this workflow when JoySuite launches.