
Some days, the weight of it all hits differently.
I was staring at spreadsheets because I care deeply about the mission. I know exactly who benefits from our work at Pacific Youth Choir. I can see the impact in real time: the confidence building, the barriers breaking down, the lives being changed. All 200 of them. All 114 schools. All 48 zip codes.
But between caring deeply and making it happen is a mountain of work.
Personnel shifts had left us stretched thin. I was wearing multiple hats. The fundraising communications that should happen weren't happening because I was drowning in operational tasks. I knew that reaching out to donors mattered. I knew that cultivation and stewardship are the foundation of sustainable fundraising. I even knew what I wanted to say.
But then it was 3 p.m. and I hadn't written that appeal email yet. Or the thank you note. Or the cultivation message that was supposed to go out two weeks ago. So I stared at a blank screen. My brain was fried. The words wouldn't come. I'd already written something similar before, but I couldn't quite remember what I said.
This is the moment when most fundraisers lose hours. And it's the moment when I started using the exact AI strategies in this article to catch up.
AI works best when you're already doing the strategic thinking. If you try to have AI create your campaign from scratch, you'll get generic content that sounds like everyone else. If you do your strategic work first, then bring AI into the process as a drafting and refinement tool, you'll save enormous amounts of time while keeping your authentic voice intact.
The goal of this post is simple: to show you exactly how to integrate AI into a specific fundraising campaign so you spend less time drafting and more time connecting with donors. Because I know from personal experience that it works.

The Foundation: What Makes a Good Prompt?
Before we talk about specific ways to use AI for your campaign, let's talk about prompts themselves.
A prompt is basically an instruction you give to an AI tool. The better your instruction, the better your result. Think of it like giving directions. "Turn left at the big tree" works, but "Turn left at the oak tree with the red mailbox next to the white house" is going to get you somewhere specific.
Most people write vague prompts and then blame the AI for giving vague answers. It’s honestly not dissimilar to when I get mad at my husband for not reading my mind.
Here are the four things that make a prompt actually work:
- Specificity. Tell the AI exactly what you want. Not "write an email" but "write a 3-sentence email welcoming a new monthly donor who gave their first gift last month." The more detail you provide, the more useful the result.
- Context. Help the AI understand the situation. What's your organization's mission? Who's the audience? What tone do you want? The AI can't read your mind. You have to paint the picture.
- Parameters. Give the AI guardrails. "Keep it to 75 words." "Use bullet points." "Include a specific call to action." "Write it like you're talking to a close friend." These constraints actually make AI output better because they give the tool something specific to aim for.
- Persona. Tell the platform what kind of person to behave as – think of it like a character in a play. If you tell it to function as a copywriter, it’ll use that framing to determine what types of questions to ask you and how to frame the solutions it provides. Other examples could be a grant writer (specificity wins), nonprofit executive director, etc.
Put these four things together, and you've got a prompt that works. Your job isn't to be a perfect prompt writer. Your job is to be specific, to provide context, and to give clear boundaries.
One important note about context: You might have heard that giving AI too much information overwhelms it. Possibly, but what matters even more is how you organize the information, not how much you give.
Here's the difference:
A wall of text: "Our choir is amazing we do great things we have 150 kids ages 8-18 we put on three concerts a year and our donors really love what we do especially when they hear the kids sing we also do community outreach and we have this annual gala that always goes well..."
Organized context: "Here's background about our organization: [bullet points]. Here's what we're asking for help with: [specific question]."
Organized context is actually better. Use headers. Use bullet points. Be explicit about what's background information and what you're actually asking for help with. This makes AI work faster and better.
Don’t worry about being a perfect prompt writer. Your job is to organize what you know clearly.
Before You Bring Anything to AI: Three Documents You Need First
AI is a tool for extending your thinking, not replacing it.
Before you start using AI to save time on a campaign, you need to do the strategic work upfront. This means having three core documents in place. These aren't complex. They're just the foundation that makes everything else possible.
Document 1: Your Campaign Strategy
This is your big-picture thinking about this specific campaign. Why are you running it? What do you hope to raise? Who are you trying to reach? What's the transformation or impact you're inviting donors into?
It doesn't have to be fancy. It can be as simple as: "This is our annual fund campaign. We run it every fall. We're hoping to raise $25,000 to support programming for the next year. We're focusing on donors who've given before because retention is stronger than acquisition right now."
That's strategy. AI can't create this for you. But AI can help you refine it, fill in the gaps, and think through any details you might be missing.
Document 2: Your Campaign Core Messaging
Campaign core messaging is what you want to say about this specific campaign. It includes why you're asking for support, the impact the funds will create, the specific donor questions you're answering, and your tone of voice.
Before you bring this to AI, write down the basics. You don't need it to be polished. You just need the raw thinking: What's the transformation donors are funding? What do your specific donors care about? What's your authentic voice?
Document 3: Your Campaign Timeline
This is a simple snapshot of your campaign. When does your campaign kick off? When are you sending appeals? When do you plan to thank donors? When does the campaign end?
You're mapping out your rhythm so it's actually sustainable. Most organizations overwhelm themselves trying to reach every donor at every moment. A timeline helps you be strategic about when and who you contact.

Using AI to Strengthen Your Campaign Strategy
Your campaign strategy is where AI shines as a thinking partner.
Here's where most people get stuck: they don't know what questions to ask themselves about their campaign. They know something feels off about their approach, but they can't articulate it. That's where AI helps.
A skilled AI prompt can ask you the hard questions about your campaign. It can help you think through what you actually have capacity for during your campaign period. It can suggest donor segments or messaging angles you're not seeing. It can challenge your assumptions in a way that clarifies your thinking.
Here's what a strong prompt looks like when you're using AI to refine your campaign strategy:
Sample Prompt for Campaign Strategy Refinement:
You're a nonprofit development director with 15 years of experience. I'm going to describe a campaign I'm planning, and I need you to ask me tough but helpful questions that will strengthen my strategy.
Here's my campaign: [Insert your rough campaign strategy here. Include what you're raising money for, your fundraising goal, how long the campaign will run, which donor segments you're targeting, how many staff members are helping with this campaign, and where you feel uncertain.]
After I share this, please ask me 5-7 questions that will help me think through:
- What we actually have capacity for given our team size and available hours during this campaign
- Which donor segments are our best opportunities versus which require too much effort
- What messaging angles might resonate that I haven't considered
Ask one question at a time, and wait for my response before moving to the next one. Keep the tone conversational and supportive, not pushy.
Notice what this prompt does: it puts AI in a role (experienced development director). It tells AI what to focus on (capacity, donor segments, messaging angles). It gives clear parameters (one question at a time, conversational tone).
Use this, have the conversation, and you'll walk away with a much clearer campaign strategy.

Using AI to Generate Variations on Your Campaign Messaging
Campaign messaging is where AI really saves you time.
Let's say you've written your campaign messaging. You know what you want to say about this appeal. You understand the impact donors are funding. You've articulated your ask in a way that feels authentic.
Now you need to adapt that message for different donors. A major donor who's been with you for years cares about something slightly different than a first-time donor. And, your board members need a different angle than someone who's never heard of you.
AI can generate these variations in minutes instead of hours. You're not asking AI to create your campaign messaging from scratch. You're asking it to take your authentic core message and shape it for different audiences.
Here's what that prompt looks like:
Sample Prompt for Campaign Messaging Variations:
You're a development professional helping a nonprofit tailor their campaign messaging to different donor audiences.
Here's our campaign message: [Insert your campaign core messaging here. Include your mission statement, what you're raising funds for, key impact points, tone of voice, and any specific language that feels authentic to your organization.]
I need you to create three distinct versions of this message tailored to these audiences:
- Long-time major donors (people who've given $1,000 or more to us before)
- First-time donors or people who've only given small amounts (under $100)
- People who know our organization but have never given
For each version, please provide:
- A 1-2 sentence hook that speaks to what this specific audience cares about
- 2-3 key benefits or impact points that resonate with this group
- One compelling call to action specific to their giving level
Keep the authentic voice and language from our core campaign message. Don't make these sound generic. Make them feel like they're speaking to that specific person. Include specific examples or details that make each version unique.
Now you're asking AI to work with the thinking you've already done. It's not creating from scratch, it's tailoring and extending. You review these variations. You refine them. You keep what works and adjust what doesn't.
This is how you use AI responsibly: as a drafting tool that respects the strategic work you've done.
Using AI to Spot Gaps in Your Campaign Timeline
Your campaign timeline is your roadmap for this specific campaign.
But most people who create one miss opportunities. They schedule their big asks. They maybe plan a thank you moment. Then they're surprised when they realize they've only touched a specific donor segment once across the entire campaign.
AI can help you see the gaps. It can suggest specific moments where a short message would strengthen donor relationships during your campaign. It can help you think through what each message is actually for.
Here's the prompt:
Sample Prompt for Campaign Timeline Gaps:
You're reviewing a nonprofit's campaign timeline. Your job is to help them identify gaps and suggest strategic touchpoints that fit their capacity during this specific campaign.
Here's our campaign timeline: [Insert your campaign timeline. Include when your campaign starts, your major appeal moments, planned thank you communications, and when the campaign ends.]
Here's our capacity: [Include how many staff members are helping with this campaign, approximately how much time they have available per week during the campaign, and any constraints they're working within.]
Here's our donor mix: [Include which donor segments you're planning to reach in this campaign - for example: 'major donors who've given before,' 'first-time donors,' 'board members.']
Please:
- Identify any gaps longer than 2 weeks without donor contact
- For each gap, suggest one specific, simple touchpoint that would work for a particular donor segment (not a big ask, just a meaningful connection)
- Keep suggestions realistic: things we could execute in 1-2 hours of staff time
- Connect each suggestion to the right donor segment for that moment
Provide your suggestions organized by date so we can easily see where to add these moments into our campaign workflow.
This prompt does the heavy lifting for you. It helps you see what you're missing without requiring you to think like a campaign strategist. You review the suggestions. You decide which ones fit. You integrate them into your rhythm.
Your Next Step: Pick One Document to Start With
You now have the framework.
Here's what matters: you don't have to implement all of this at once. In fact, you shouldn't. If you're in the middle of a campaign, pick the document where you feel the most stuck right now. Do the strategic thinking yourself first. Then bring that rough work to AI and use it to strengthen what you've created.
Maybe it's your campaign strategy that needs clarity. Maybe your messaging feels fuzzy. Maybe you've got appeals planned but you're not sure if you're touching donors at the right moments.
Pick one. Do the thinking. Use the prompts above to bring AI into that process as your thought partner.
The goal isn't to become an AI expert. The goal is to spend less time starting from scratch and more time connecting authentically with your donors during this campaign.
You're the thought leader. AI is just helping you lead your own thinking more effectively.
Which document are you planning to work on first? Have you used AI for fundraising already? What worked (or didn’t)? Share in the comments below - we want to hear from you.
Andrew Hansen is Executive Director of Pacific Youth Choir, one of the West Coast's premier youth arts organizations. Over the past 15 years, he's helped dozens of nonprofits build the strategic clarity and infrastructure their missions deserve – work he now channels directly at PYC, where 200 K-12 singers across 48 zip codes experience rigorous music education paired with genuine community care. Andrew also teaches leadership and marketing at the University of Portland, keeping him grounded in broader conversations about what authentic, values-driven leadership looks like in practice. Whether through consulting, teaching, or his work leading PYC, he's committed to helping mission-driven leaders move beyond survival mode into sustainable growth.

