Learn to build modern go-to-market
GTM Engineering Academy teaches the technical craft of building revenue systems: data pipelines, automation, AI agents, and the infrastructure behind teams that scale. Deep-dive articles, playbooks, and a daily newsletter.
What you'll learn
The full craft of GTM Engineering, broken into modules you can actually apply.
Data & enrichment
Clean, enriched, deduplicated data pipelines. Waterfall enrichment, identity resolution, and keeping a CRM trustworthy at scale.
Automation & AI agents
Automations and AI agents that do real GTM work: research accounts, draft outreach, route leads, and update systems without humans in the loop.
Systems architecture
Model the revenue stack like an engineer: sources of truth, sync patterns, event flows, and where logic should actually live.
API integrations
Wire tools together with APIs and webhooks. Move data between CRM, warehouse, enrichment, and outreach without brittle hacks.
The modern tool stack
Clay, warehouses, reverse-ETL, and the emerging category of GTM engineering tools. What each is for and how they fit.
Shipping like a builder
Version control, testing, and deployment habits borrowed from software engineering, applied to revenue systems.
Latest writing
All articles →What is GTM Engineering, and why now?
Go-to-market engineering is the fastest-growing role in revenue. Here is what it actually means and why every serious team is hiring for it.
GTM EngineeringYour first Clay table: from list to enriched pipeline
A practical walkthrough of building an enrichment workflow in Clay, the tool at the center of modern GTM engineering.
GeneralWhy the best revenue teams need both engineers and operators
GTM Engineering and GTM Operations are not competing disciplines. They are two halves of one revenue engine. Here is how they fit.
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A daily brief on GTM Engineering: the tools, tactics, and systems that matter. No fluff, built by practitioners.
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