What GTM Engineering Actually Is (and What It Is Not)
GTM engineering builds the systems go-to-market runs on, not the campaigns that run on top. Here is the honest definition.
Each week I break down signal-led GTM — the dark funnel, AI agents, ABM and the RevOps systems that connect them. Written for operators who have to build it, not just present it.
GTM engineering builds the systems go-to-market runs on, not the campaigns that run on top. Here is the honest definition.
Most demand happens off-form, in places your CRM cannot see. If you wait for the form fill, you arrive late.
A straight comparison of cost, coverage and quality between AI SDR agents and adding headcount, with the honest recommendation.
Static account lists go stale the day they are built. ABM 2.0 selects accounts from live signals and orchestrates the buying group.
Reps ignore scores they cannot see the logic behind. Transparent scoring, honest routing and lifecycle stages that mean something fix it.
Most CRMs store what happened and decide nothing. Rebuild yours around routing, scoring and lifecycle logic that acts.
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Each week, I share one signal-led GTM play — the framework, the stack, and the automation behind it. Actionable systems for driving pipeline, not another pitch.