This is where AI can make a genuine difference.
One of the biggest misconceptions is that AI replaces the role of the prospect researcher. In reality, it removes much of the repetitive work that sits around research.
AI can quickly summarise publicly available information, analyse annual reports, identify governance roles, prepare concise donor briefings and organise research into structured profiles. Tasks that previously took hours can often be completed in minutes. That doesn't remove the need for a skilled prospect researcher. It simply gives them more time to focus on the work that creates the greatest value.
The real expertise of a prospect researcher has never been finding information. It is interpreting what that information means. Questions such as:
These require judgement, curiosity and experience. AI can organise the evidence. Humans decide what it means.
Most fundraising teams have far more prospects than they have capacity to manage. Qualification is therefore one of the highest-value activities in major gifts fundraising. Rather than asking AI, "Is this a good prospect?", a more useful approach is to ask:
These questions encourage critical thinking rather than blind acceptance of AI-generated answers.
One of the ways I use AI most often is not to generate answers, but to challenge my own assumptions. For example, I'll ask AI to distinguish between verified facts and assumptions, identify weaknesses in my assessment or suggest alternative interpretations of the evidence. This often surfaces questions I hadn't considered. Used in this way, AI becomes less like a search engine and more like a research assistant or critical friend.
As AI continues to evolve, I believe the role of prospect researchers will become even more valuable. Less time will be spent searching for information. More time will be spent interpreting evidence, identifying opportunities, advising fundraisers and supporting strategic decision-making. Technology will accelerate the process. Human judgement will continue to determine the outcome.
The goal of prospect research has never been to collect the most information. It has always been to provide fundraisers with the confidence to invest their time in the right relationships. AI helps us do that more efficiently. Not by replacing expertise, but by giving us more time to apply it.
AI for Major Gifts Fundraisers is a series exploring practical ways AI can support fundraising without replacing the skills that matter most. This article accompanies my Prospect Research & Qualification toolkit, which includes practical prompts and frameworks for fundraisers and prospect researchers.
I'd love to hear how you're using AI in prospect research. Has it changed the way you prepare for donor conversations or qualify prospects?