The Gumball Machine Is Broken: Jon Miller on What Comes After the MQL

Most B2B marketing still runs on a single number: the marketing qualified lead. Jon Miller is one of the few people who can tell you where that number came from, because he helped build the system that produced it: first at Marketo, where he helped create the marketing automation category, then at Engagio, then at Demandbase. What makes this conversation different is that Jon went back and diagnosed his own creation. He’s not quietly onto the next thing. He’s saying, out loud, what the MQL got wrong about how people actually buy. And he’s careful to credit what it got right before he takes it apart. The short version: roughly 95% of buyers have built their shortlist before they ever talk to a seller. The MQL was designed to catch the last 5% who raise their hand. So the real question isn’t how to optimize lead capture. It’s what you do with everyone who isn’t ready yet: the 95% the old model was built to ignore. We get into why buying behaves more like weather than a vending machine, the three-tier model Jon uses instead of MQLs, why he thinks legacy automation tools can’t keep up, and how the best CMOs are quietly rewiring what they report to the board. If you’ve ever felt like you were pedaling into a headwind running the playbook that used to work, this one’s for you. Prefer to watch the video? Watch the full episode on YouTube:    • The Gumball Machine Is Broken: Jon Miller ...   About Jon Miller Jon Miller founded Marketo in 2006 and helped define the marketing automation category. He went on to found Engagio, which was acquired by Demandbase in 2020, served as CMO at Demandbase, and is now building Phave, an AI-native marketing automation platform. Connect with Jon Miller:   / jonmiller2   Learn more about Phave: https://www.phave.com/ Chapters 00:00 Introduction to Jon Miller and his journey 01:24 Diagnosing the MQL model 03:27 The gumball machine and nonlinear buying 07:23 What the MQL got right 10:14 The three-tiered model of engagement 14:22 The role of CMOs in modern marketing 18:17 AI’s impact on marketing automation 19:55 The Spotify playlist analogy 22:53 The Peppers and Rogers one-to-one thread 24:43 Common mistakes moving off the MQL 25:25 The three CMO dashboards 27:25 Advice for CMOs making the shift A few things worth taking away The MQL started as a good idea: a contract between marketing and sales. But over time, it got gamed as teams chased volume. Buying isn’t linear. With six to sixteen people on a buying committee researching in places you can’t even track, “run a campaign, get a lead” no longer describes reality. Hand raisers are the gold standard, but waiting for them means you only ever talk to the 5% who may have already built their shortlist without you. Jon’s three tiers, hand raisers, MQX, and MEX, give you a way to work the 95% instead of ignoring them. When you move off MQL volume as your headline metric, expect the numbers to drop before quality and conversion rise. Set that expectation early, or you’ll hit a buzzsaw. The strongest CMOs report pipeline across all sources to the board and stop fighting over who sourced what. A few lines that stuck with me “Put your quarter in, get your gumball out. Put your campaign in, get your MQL out. I just don’t think that’s the way buying works.” — Jon Miller “If you only wait for somebody to raise their hand, you’re talking to the 5% in market. And they’ve already built their shortlist without you.” — Jon Miller “You can’t get there with a rules-based system. You just end up with spaghetti.” — Jon Miller Resources mentioned The B2B CMO Project https://www.b2bcmoproject.com/ Mike Bosworth, Solution Selling https://www.amazon.com/Solution-Selli... Don Peppers and Martha Rogers, The One to One Future Kathleen Schaub, Marketing in the Great Big Messy Real World https://www.amazon.com/Marketing-Grea...