My favorite AI-native GTM play via brendan short: Continuous closed-lost deal re-engagement. ~80% of B2B deals are closed-lost (source: me). Most of these are *no decision* deals, meaning they could still be in play within the next 12 months. This is pipeline gold that's easily overlooked. Last year the SOTA play was to set up a CRM automation that flagged opportunities closed-lost 9 months ago. Reps would review the notification & write their own re-engagement email. This was a solid play, but it had issues. The timing was arbitrary. The engagement itself was pretty manual. Overall $ impact was fairly small. Here's the updated, AI-native version with Claude: 1. An agent monitors closed-lost pipeline continuously (via CRM) 2. The agent tracks a cluster of re-engagement signals at the account: leadership change, new funding, job posting for a relevant role, champion who killed the deal left the company. 3. When enough signals stack, the agent pulls the call transcript from the last conversation and identifies the specific objection that kill the deal. 4. Then the agent drafts an email that references the objection and what's changed. 5. For Tier 1 accounts, the email routes to a rep for review. For Tier 2 and below, it sends automatically. --- I love this GTM play because (a) it's something only *you* can run based on your own first-party CRM data, (b) outreach is signal-based rather than calendar-based, and (c) the outreach actually feels *relevant* to the buyer. Automation doesn't have to mean spray-and-pray AI slop. It *can* mean the highly relevant, precise targeting of ABX combined with the efficiency gains from AI. In other words, we can recreate what the best SDRs are already doing and scale it with AI. See more AI-native plays & how to run them in the full post: https://lnkd.in/gC8aNHKb
Fundraising CRM Systems
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Your donor meetings are backwards. You prepare the presentation. Practice the pitch. Perfect the ask amount. Then wonder why it feels transactional. Here's how the best major gift officers flip it: 𝗧𝗵𝗲𝘆 𝗽𝗿𝗲𝗽𝗮𝗿𝗲 𝗾𝘂𝗲𝘀𝘁𝗶𝗼𝗻𝘀, 𝗻𝗼𝘁 𝗮𝗻𝘀𝘄𝗲𝗿𝘀 → What originally sparked your interest in [cause]? → What does success look like to you? → What concerns keep you up at night? → Who else should know about this? → What would make this gift meaningful? 𝗧𝗵𝗲𝘆 𝗯𝗿𝗶𝗻𝗴 𝗽𝗿𝗼𝗯𝗹𝗲𝗺𝘀, 𝗻𝗼𝘁 𝘀𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀 "We're struggling with X. Based on your experience, what would you do?" 𝗧𝗵𝗲𝘆 𝘁𝗮𝗸𝗲 𝗻𝗼𝘁𝗲𝘀 𝗹𝗶𝗸𝗲 𝗷𝗼𝘂𝗿𝗻𝗮𝗹𝗶𝘀𝘁𝘀 Not just what donors say. How they say it. What makes them lean in. 𝗧𝗵𝗲𝘆 𝘀𝗰𝗵𝗲𝗱𝘂𝗹𝗲 𝗳𝗼𝗹𝗹𝗼𝘄-𝘂𝗽 𝗯𝗲𝗳𝗼𝗿𝗲 𝗮𝘀𝗸𝗶𝗻𝗴 "I want to think about our conversation. Can we meet again in two weeks?" 𝗧𝗵𝗲𝘆 𝗹𝗲𝗮𝘃𝗲 𝗺𝗮𝘁𝗲𝗿𝗶𝗮𝗹𝘀 𝗯𝗲𝗵𝗶𝗻𝗱, 𝗻𝗼𝘁 𝗱𝘂𝗿𝗶𝗻𝗴 The conversation is about connection. The folder is homework. The counterintuitive truth: The less you pitch, the more you raise. One MGO changed her approach: Started treating donors like consultants, not prospects. Her close rate went from 30% to 75%. Average gift size doubled. Because donors don't want to be sold. They want to be heard. Your next meeting agenda should be 80% questions, 20% answers. What questions do you wish you'd asked?
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Biggest surprise for me last year in consulting work with investment boutiques and wealth managers? 👉 I assumed everyone had a pipeline. I was wrong. And slightly shocked. (No judgement though. We are here to help fix it.) — Most firms don’t have a pipeline. Many have a list (but a list doesn’t raise capital) So we started hitting rewind at the beginning of every engagement: “Let’s actually build a pipeline first.” (Because where we really want to go… is beyond it.) — Here’s the progression: 1. The List (usually Excel… sometimes worse) → static → minimal detail → easy to ignore Not great. Names in a spreadsheet ≠ opportunities. It feels organized but it doesn’t tell us what to do or help us predict AUM /revenue with any accuracy. — 2. The Pipeline (now we’re in a CRM) → updated more frequently → tracks rep activity → easier to review Better. There are stages. There are next steps. But here’s what we usually see: The pipeline is built around the rep’s activity not the allocator’s behavior/thoughts/feelings. If I send weekly lame “just checking in” emails to an allocator, it doesn't increase the likelihood they will invest. (it does increase the likelihood I annoy them tho 😂) Here what we do w/ a pipeline: → define stages based on allocator behavior and clues → set clear entry + exit criteria → create SMART next steps This alone is a massive upgrade. But it’s still not the end game. — 3. The Flywheel (this is the sauce) → compounding → repeatable → always on Managed in a CRM or tool like Hubspot or Salesforce, yes, but powered by something most pipelines are missing: Catalysts They make a flat funnel turn into a spinning flywheel — What makes it spin: Story → differentiation Differentiation → content Content → conversations Conversations → relationships Relationships → meetings Meetings → money — Quick gut check: → No next steps? You have a list → Checking in on deals? (and getting ghosted) You have a weak pipeline → Inbound leads, new prospects, deals moving? You’re building a flywheel I don't want you to have a list or even a funnel. I want you to have a flywheel. I want your distribution to be repeatable just like your investment process is. = 💾 Save this to check your pipeline ♻️ Send to someone who needs it 🔔 Subscribe if you like repeatable revenue
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AI-Driven Email Strategies to Level Up Your Outreach 1. Micro-Segmentation for Ultra-Targeted Outreach Use AI to create hyper-specific audience segments based on detailed behaviors. → Tailor campaigns for groups like "early adopters" or "repeat referrers." → Send timely messages based on actions like multiple clicks on a pricing page. 2. Real-Time Audience Mood Detection AI analyzes sentiment, allowing you to adjust tone and timing based on audience mood. → Adjust email tone—enthusiastic for engaged users, reassuring for hesitant ones. → Optimize send times based on emotional data. 3. Proactive Customer Retention Strategies AI predicts churn and triggers personalized win-back emails for at-risk customers. → Set up automated campaigns to re-engage disengaged users. → Create retention paths based on individual user behavior. 4. Enhanced Accessibility for Inclusive Marketing AI ensures email content is accessible, catering to visually impaired readers. → Auto-generate alt text and optimize emails for screen readers. 5. Intent Prediction for Pre-Sales Nurturing AI predicts user intent, delivering nurturing content at the right time. → Tailor content—case studies for researchers, trials for near-conversions. → Map engagement history to predict future content needs. 6. Zero-Party Data Collection through AI-Enhanced Surveys AI-powered surveys help collect valuable zero-party data, improving personalization. → Customize survey prompts based on user behavior. → Ask context-relevant questions to encourage thoughtful responses. 7. Automated Compliance Management AI ensures your campaigns stay compliant with GDPR, CAN-SPAM, and other regulations. → Track consent preferences and manage opt-outs automatically. → Get alerts for potential compliance issues. 8. Real-Time Personalization within Email Content AI enables live content updates within emails, making them more relevant. → Update product recommendations based on user actions. → Use weather or location-based triggers to make emails timely. 9. Hyper-Responsive Customer Feedback Integration AI integrates real-time feedback into your outreach strategy. → Adjust campaigns instantly based on recipient responses. → Retarget users based on their feedback to address needs directly. 10. AI-Driven Journey Builder for Hyper-Personalized Sequences Use AI to craft adaptive email journeys that respond to user actions. → Personalize paths based on prior interactions. → Re-engage users who drop off with targeted follow-ups. Want to supercharge your email outreach? AI makes it possible! #AI #EmailMarketing #SalesAutomation #Personalization #CustomerEngagement
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What is Donor Mapping? Donor mapping is the process of visually organizing your donors based on their level of engagement, giving capacity, and relationship depth—so you can move them forward intentionally. It answers one core question: Where is each donor today—and what is their next step? Why It Matters Most fundraising teams: * Track donations * Track attendance * Track contacts But they don’t track movement And growth doesn’t come from activity— it comes from moving donors through a pathway The Simple Framework Green: Entry-Level Engagement * New donors (~$1K) * Event attendees (Walk, Luncheon, Gala) * Limited relationship depth Strategy: Build trust * Thank you + follow-up * Introduce mission impact * Invite to next touchpoint Yellow: Mid-Level Engagement * Consistent giving (1+ years) * ~$5K gifts * Participating in events/committees Strategy: Upgrade * Deeper conversations * Introduce leadership opportunities * Begin major gift pathway Red: High Engagement * Board / Host Committee * $10K+ donors * Highly engaged advocates Strategy: Expand influence * Peer-to-peer asks * Network expansion * Lead gifts + sponsorship What Donor Mapping Actually Does It shifts your team from: * “Who gave?” TO * “Where are they in the pipeline?” And more importantly: * “What is our next move?” How It Drives Revenue (This is the key) Growth doesn’t come from: * More attendees * More emails * More events It comes from: * Moving Green → Yellow * Moving Yellow → Red * Activating Red to bring in more donor How to Start (Practical) You don’t need a perfect system. Start with: * A spreadsheet * Your top 100–200 donors * Assign: Green / Yellow / Red Then ask: * Who are we upgrading this quarter? * Who are we activating? * Who are we missing entirely? The Real Insight Donor mapping isn’t about categorizing people. It’s about designing movement. And when you design movement— you build predictable growth. I’ll be sharing more donor strategies like this through workbook exercises in my upcoming book—tools teams can use immediately to build and scale their fundraising efforts. #Fundraising #DonorStrategy #MajorGifts #NonprofitLeadership #DevelopmentStrategy #Philanthropy #NonprofitGrowth
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After helping over 1,000 nonprofits raise more than a billion dollars, I can tell you exactly what separates the organizations that are thriving from the ones stuck in survival mode. And it's not what most people think. Here are the five shifts that actually work: 1. They don't celebrate gross revenue: I cannot tell you how many times I've watched leadership teams high-five over hitting their revenue goal while completely missing that they spent 70-85 cents to raise every dollar. This is especially true for organizations that are event-heavy in their fundraising, or that have large premium-based direct marketing programs. Start tracking donor retention rates, lifetime value per donor, and NET revenue instead. What gets measured gets managed. And those that are thriving all measure the right things. 2. They don't rely on last gift to determine opportunity I once analyzed 40 donor files and found that 15-30% of donors held millions in assets but were giving $25-$150 gifts. Because the organizations they supported were stuck on the direct mail hamster wheel and only ever asked for small gifts. Giving request strategy was built on the donor's last gift (which was given because the org asked only for inconsequential gifts). Your next major donor is already in your database. You just haven't looked hard enough. Stop assuming that someone who's given you $50 for seven years is a "$50 donor." They might be a $50,000 donor who you've accidentally trained to give small amounts. 3. Ask for assets, not just cash Here's a stat that should keep you up at night: 91% of wealth is held in assets like donor advised funds, IRAs, appreciated stock, estate gifts. Yet most nonprofits only ask for credit card gifts and checks. One of our clients sent a major gift activation campaign expecting to raise $250,000. They raised $421,000 instead, and 90% came through DAFs. That's not luck. That's intentionality. 4. Build relationships at scale Millennials and Gen Z expect major-donor treatment even when they're giving smaller gifts. They want access to leadership, transparency about impact, real reporting. If you can't deliver this to thousands of donors (not just hundreds), you're already behind. The infrastructure you built for your top 100 donors? You need that for everyone now. 5. Invest in people, not just postage Moving beyond nominal transactional gifts requires proximity. You have to connect with supporters in meaningful ways that go far beyond what is possible when you focus exclusively on direct response channels. The absolute best direct response fundraising campaigns can only scratch the surface on the level of revenue that can be generated through relationship-based asks. The organizations making these shifts are increasing donor retention rates, accelerating revenue per donor growth, and maximizing net revenue well beyond those that are not.
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Pull up your pipeline. Find every deal sitting at more than 2x your avg cycle time for that stage. Add up the dollar value. That number hurts, dont it? 😬 The thing with CRMs is they treat a $200K deal from Jan the same as a $200K from last week. Same stage, same probability, same coverage weight. But the January deal has gone dark. The champion got promoted in March. Procurement froze new vendors. Deal's propping up a coverage ratio that makes the quarter look fine when it's decidedly not. Call it ghost pipeline. Every org has oodles of it. Why 2x specifically? Because that's the half-life of your stage conversion rate. Pull your closed-won deals from the last four quarters. Calculate average days per stage by segment. ENT might average 22 days in discovery, 18 in evaluation, 31 in proposal. Now pull closed-lost. Same calc. You'll see what I'm talking about. Deals that fell apart sat in stage at roughly 2x average duration before the loss got recorded. 40 days in evaluation instead of 18. 65 in proposal instead of 31. You get the gist. Stage rates can look healthy at average duration. Run the same calc on the 2x cohort and conversion typically falls by half or more. Not linear decay. Full on collapse. That's pipeline half-life. TI-82 time! Let's look at the cost of this crap: 1. Forecast error. If 30% of your $8M pipeline is ghost, real coverage drops from 3.5x to 2.5x. Forecasted close shifts $700K. The board sees in October what the math could've shown in April. 2. Leadership tax. Every ghost deal generates recurring management cycles. Forecast prep. Pipeline scrubs. Deal desk reviews. Board-prep edge cases. The hours your VPs spend rationalizing bunk deals to the CRO are hours NOT coaching reps or rebuilding territory. This nonsense steals leadership bandwidth from the work that grows it. 3. Pipeline suppression. When reps think they have coverage, they stop prospecting. Ghost pipeline chokes real pipeline at the source. You can't see the cost because the pipeline that didn't get built never shows up in the data. So, let's now talk solutions. Sure, CRM hygiene yada yada. But IMO that wont fix this. You need to change what gets paid. Reps don't kill stalled deals because it craters their number. Managers don't push because it craters theirs. Leadership keeps the gross figure on the board slide because the adjusted number starts a better convo. So change the math behind the bonus. If your VPs report 3.5x coverage, their MBO calculates against 2.5x. Same data, different denominator. Watch how fast they start killing dead deals when bonus dollars depend on the adjusted number. The CRM rule is easy. Auto-flag past 2x. Require a meeting in the last 14 days, a named EB, and a dated next step to revive. Anyone can build that. The hard part is making it expensive to keep ghost pipeline alive. Until that happens, ghost pipeline is doing its job perfectly. Just not the job you think it is. 🫣
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If I was a CRO looking to scale pipeline (without scaling headcount) I wouldn’t start with hiring. I’d start with listening. Too many teams are still spraying cold emails at a list of job titles. Modern revenue teams? They monitor their TAM for signals - and strike when buyers raise their hands. → Who’s visiting your site? → Who’s engaging with your brand? → Who just raised funding, hired a new Head of Sales, or installed a tool you integrate with? All of that lives in tools like Trigify.io, Vector 👻, RB2B, and Clay. They don’t just show you who to contact — they show you when. — Once you’ve got timing, here’s the rest of the engine: ✅ Enrich & score automatically Clay + Findymail handle the grunt work. No bounces. No guesswork. Just qualified data. ✅ Route & respond in 15 mins Inbox managers jump on replies with full context. Slack alerts + CRM notes = no more ghosted warm leads. ✅ Follow up across channels Email. LinkedIn. Phone. Same day. Context-rich. Never cold. ✅ Track every stage Reply → Booked → Closed. If it doesn’t move, we fix it. — But here’s the piece most CROs miss: Great marketing is what makes this work. Marketing creates demand. Modern sales teams capture that demand — with speed, timing, and context. You can’t capture what you can’t see. And you can’t scale what you don’t track. So if you’re trying to double pipeline without doubling headcount... This is the system I’d build.
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If you think regular customer updates aren't crucial, think again. Timely communication is the backbone of customer retention. Using automation tools like HubSpot, we ensure every customer feels valued and informed. Here’s what makes it truly effective: 1/ Segment your audience: We use data to segment our customers based on behaviors, preferences, and past interactions, allowing for more targeted communications that truly resonate. 2/ Automated triggers: Our system creates triggers based on customer actions—or inactions. For instance, if a customer hasn't interacted with our emails for a while, we initiate a re-engagement campaign automatically. 3/ Drip campaigns: We've set up drip email campaigns that send messages at just the right times or in response to specific user actions, keeping our communication flow consistent and reducing team workload. 4/ Regular monitoring: Automation isn't a set-it-and-forget-it tool. We continuously monitor and optimize our automated campaigns to improve engagement and conversion rates based on performance analytics. 5/ Feedback mechanisms: We automatically send surveys and feedback forms at different stages of the customer journey, making our customers feel heard and helping us quickly identify and act on areas for improvement. This strategy not only saves time but also enhances the overall customer experience, leading to higher satisfaction and loyalty. #hubspot #customers #engagement #automation
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