David Moreira

The blog · Author

David Moreira

A demand architect and RevOps operator. He designs the systems that turn scattered signals into pipeline, and the Demand Compass came out of work he led.

David Moreira is a demand architect and RevOps operator, and the co-founder of AutomateRevOps. He designs the systems that turn scattered signals into pipeline and revenue, and runs them inside the client’s GTM team rather than handing over a login.

The Demand Compass came out of work he led. In 2025, in a whiteboard session at WeWork Brooklyn, he and Marcos Stubrin were looking at the same problem from two directions: marketing could measure activity, but could not tell the accounts that knew them apart from the accounts that were ready to buy. The model they wrote down that day, awareness built and readiness detected, became the framework, the DemandCompass software that runs it, and the book.

He co-wrote The Demand Compass with Marcos, and the posts on this blog come from that book and from the deployments behind it. He works with B2B marketing and revenue teams on Clay, HubSpot and Salesforce.

Co-author: Marcos Stubrin.

11 posts by David Moreira

  1. A compass rose of orange rings on a dark dotted sea, a lighthouse beam touching its edge. Artwork from The Demand Compass.

    GTM SystemsThe Demand Compass

    What is the Demand Compass?

    Two axes, four quadrants, one move each. The instrument that replaces the MQL with a reading of where every account actually stands.

  2. Dozens of small orange lights scattered across a dark dotted sea, a few brighter than the rest. Artwork from The Demand Compass.

    Demand GenerationThe Demand Compass

    How do you measure brand awareness at the account level?

    The axis almost everyone gave up on is measurable, out of data you already own, if you treat awareness as a behavioral footprint instead of a survey result.

  3. A path of orange dots crossing a dark sea toward a lighthouse, a wave rising beside it. Artwork from The Demand Compass.

    Pipeline StrategyThe Demand Compass

    How do you detect that an account is ready to buy?

    Readiness happens inside the account on its own schedule. You cannot create it, so the job is detection, interpretation and speed.

  4. A storm over a dark dotted sea, a broken signpost sinking, one small light on the horizon. Artwork from The Demand Compass.

    Pipeline StrategyThe Demand Compass

    Is the MQL really dead, and why?

    The MQL packed four different questions into one score. Here is what it confused, why sales stopped trusting it, and what a qualification model should have done instead.

  5. Two lighthouse beams crossing over a dark sea and missing each other, a small boat between them. Artwork in the style of The Demand Compass.

    Pipeline Strategy

    Sales and marketing keep missing each other. It's not a communication problem.

    The sales-marketing alignment conversation has been happening for 20 years. It keeps failing because it diagnoses the wrong problem. The gap is almost never about communication — it's about data architecture.

  6. Concentric orange rings spreading across a dark sea from a compass rose. Artwork in the style of The Demand Compass.

    Pipeline Strategy

    "Our pipeline turns over every 120 days." Here's what to do about it.

    Most B2B revenue teams describe their pipeline as unpredictable. The reason is almost always structural: a funnel that empties faster than it fills. Here's how to build for the cycle instead.

  7. A lighthouse with one steady beam over the sea, brief sparks fading far away. Artwork in the style of The Demand Compass.

    Demand Generation

    You’re not bad at demand gen. You’re running the wrong model.

    Campaign-based demand gen resets every quarter. Always-on demand gen compounds. Here’s the structural difference — and why most marketing leaders are diagnosing the wrong problem.

  8. Orange lanterns drifting on a dark sea away from an empty shore. Artwork in the style of The Demand Compass.

    Demand Generation

    Your event leads are sitting in a spreadsheet. Unworked.

    Most B2B teams spend significant budget on events then lose 80%+ of the leads in a follow-up process that never runs properly. Here’s what it costs and how to fix it.

  9. A long dark coastline from above, only a short stretch lit by harbor lamps. Artwork in the style of The Demand Compass.

    GTM Systems

    Your TAM is probably 5x bigger than your active list.

    Most B2B revenue teams think they know their market. Their active prospect list tells a different story. Here’s why the gap exists, what it’s costing you, and how to close it without hiring a researcher.

  10. A lone lighthouse on a rock, its light down to an ember, one rope line to the shore. Artwork in the style of The Demand Compass.

    GTM Systems

    The single point of failure hiding in your GTM motion.

    If your pipeline slows when one person is out, that’s not a personnel problem. It’s a systems problem. Here’s how to find the dependency before the board does.

  11. A compass rose of orange rings on a dark sea, its outer ring cracked. Artwork in the style of The Demand Compass.

    Pipeline Strategy

    Your pipeline isn’t broken. Your GTM system is.

    Most CMOs we speak to aren't struggling with effort. Their teams are busy, campaigns are running, content is going out. On paper, everything looks right. And yet the pipeline tells a different story, inconsistent, hard to predict, and increasingly expensive to sustain.