The Demand Engine(er)
AI growth systems for B2B marketers who hate busywork
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Matthew Danese

The Demand Engine(er) - AI growth systems for B2B marketers who hate busywork

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Most demand gen teams are drowning in manual work — pulling exports, building reports, testing copy, scoring leads by hand. I spent the last year automating all of it with AI. The Demand Engine(er) is where I document what I build: AI pipelines, Claude-powered workflows, and the PRDs behind them — written for senior B2B marketers who want to use AI but aren't engineers. Free to read. Real systems. No fluff.

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Matthew Danese
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Hey PH 👋 I'm Matt Danese — senior demand gen leader, formerly at Meta now building in public (and at Webflow). Over the last year I've been automating the most painful parts of B2B demand gen with AI: weekly channel analysis that used to take 4 hours, lead quality scoring pipelines, A/B testing systems that compress a 14-day test into hours. The Demand Engine(er) is where I write about how I build these systems — the actual PRDs, the prompts, the decisions. It's for senior marketers who want to build with AI but don't want to become engineers to do it. Would love your feedback on the site, the project framing, or anything else. And if you're in B2B demand gen or growth — this is built for you. 🙏
Saul Fleischman

This resonates with a real pain point—the time sink of manual analysis is brutal. The framing around compressing timelines (14-day tests to hours) is compelling because it speaks to actual business impact, not just automation for its own sake. Curious whether you're seeing different channel performance patterns emerge once teams have that freed-up capacity to act on insights faster.