{"podcast":{"title":"Million Dollar Nonprofit","slug":"million-dollar-nonprofit-6716141","podcast_index_feed_id":6716141,"rss_url":"https://feeds.cohostpodcasting.com/D9TQsjrd","website_url":"https://realtomkelly.com/","image_url":"https://files.cohostpodcasting.com/quill-file-prod/c3ee17da-2612-4b2a-aa56-de43e8b1a707/shows/5791eb0d-1842-4e5c-976d-01b89ae72135/cover-art/original_fc4f8f18a06b858771728d154e1246cc.png","author":"Tom Kelly","episode_count":360,"summary":"Welcome to The Million Dollar Nonprofit — the daily podcast for small-but-mighty teams ready to scale their impact without burning out. Hosted by nonprofit growth strategist Tom Kelly, each episode delivers no-fluff strategies to raise more, automate smarter, and finally understand what’s working (and what’s not). Learn how to use AI tools, sharp messaging, and efficient systems to turn clicks into donations, casual supporters into loyal advocates, and your scrappy org into a million-dollar nonprofit. Whether you're solo or leading a small team, this is your playbook for sustainable, scalable fundraising that actually works.","last_synced_at":"2026-06-16T18:19:36.252270+00:00","page_url":"https://stenobird.com/podcast/million-dollar-nonprofit-6716141"},"episode":{"title":"Episode 343: Predictive Analytics and the Future of Fundraising: Why Anticipation Beats Reaction","slug":"episode-343-predictive-analytics-and-the-future-of-fundraising-why-anticipation-beats-reaction","published_at":"2026-05-23T04:00:00+00:00","page_url":"https://stenobird.com/podcast/million-dollar-nonprofit-6716141/episode-343-predictive-analytics-and-the-future-of-fundraising-why-anticipation-beats-reaction","show_page_url":"https://stenobird.com/podcast/million-dollar-nonprofit-6716141","url":"https://million-dollar-nonprofit.cohostpodcasting.com/episodes/episode-343-predictive-analytics-and-the-future-of-fundraising-why-anticipation-beats-reaction","audio_url":"https://audio-delivery.cohostpodcasting.com/audio/c3ee17da-2612-4b2a-aa56-de43e8b1a707/episodes/bc16e8fd-8993-4c5a-a414-b7ec18f5a92c/episode.mp3","summary":"📚 Grab your copy of Tom Kelly's book, The Million Dollar Nonprofit: https://ip.charityauctions.com/free-book-podcast   Let me tell you what’s about to change fundraising forever: prediction. Welcome back to The Million Dollar Nonprofit. I’m Tom Kelly. Today, we’re talking about how predictive analytics is reshaping fundraising—and why the future belongs to organizations that anticipate donor behavior instead of reacting to it. The old model was reactive: launch campaigns, wait for results, then adjust later. The new model is proactive. Use this framework: Detect. Predict. Act. Detect : Your organization already has valuable donor data—email engagement, donation history, event attendance, and bidding behavior. Tools like DonorBooks help centralize and organize those insights. Predict : AI can identify patterns humans miss, such as which donors are likely to upgrade, disengage, or respond to a campaign. Act : Data only matters if you use it. Personalized follow-ups, retention campaigns, and re-engagement strategies help you move before opportunities disappear. Even fundraising events are becoming smarter. Platforms like CharityAuctionsToday capture real-time bidder behavior that can help predict future donor engagement and giving patterns. Here’s the truth: the future of fundraising belongs to organizations that understand behavior. Your three action steps: Review the donor behavior data you already collect Identify one engagement signal tied to stronger giving or donor drop-off Build one follow-up strategy based on that prediction Tomorrow, we’re diving into the death of one-time campaigns—and why continuous fundraising is replacing occasional fundraising. Don’t forget to subscribe. And download my book The Million Dollar Nonprofit free in the description. The futu…","meta_description":"📚 Grab your copy of Tom Kelly's book, The Million Dollar Nonprofit: https://ip.charityauctions.com/free-book-podcast Let me tell you what’s about t…","key_points":[],"chapters":[],"topics":[],"duration_seconds":265,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/million-dollar-nonprofit-6716141/episodes/episode-343-predictive-analytics-and-the-future-of-fundraising-why-anticipation-beats-reaction/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/million-dollar-nonprofit-6716141/episode-343-predictive-analytics-and-the-future-of-fundraising-why-anticipation-beats-reaction.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}