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The Demand Engine(er)
AI growth systems for B2B marketers who hate busywork
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.
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. 🙏
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.
About The Demand Engine(er) on Product Hunt
“AI growth systems for B2B marketers who hate busywork”
The Demand Engine(er) was submitted on Product Hunt and earned 8 upvotes and 2 comments, placing #97 on the daily leaderboard. 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.
The Demand Engine(er) was featured in Newsletters (12.1k followers), Marketing (463.2k followers) and Artificial Intelligence (467.3k followers) on Product Hunt. Together, these topics include over 164.5k products, making this a competitive space to launch in.
Who hunted The Demand Engine(er)?
The Demand Engine(er) was hunted by Matthew Danese. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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Matthew Danese