
GTM Engineering Is Growth Marketing
GTM engineering isn't a new discipline — it's one slice of growth marketing rebranded. Why separating the build layer from strategy breaks your growth system.
Strategies and frameworks for building growth systems that compound.

GTM engineering isn't a new discipline — it's one slice of growth marketing rebranded. Why separating the build layer from strategy breaks your growth system.

63% of teams can't prove marketing ROI. Client-side tracking misses 30-50% of conversions. The truth gap between platform data and revenue — and how to fix it.

Surface-level AI adoption produces surface-level results. The five AI marketing infrastructure layers that compound: creative, landing pages, outreach, content, tracking.

Most brands spread ad budget across too many channels too early. A stage-by-stage media mix framework from organic-first to $100M+ diversified spend.

Most Claude Code projects fail because you skipped the meta-system. How to set up CLAUDE.md, memory, and skills so every session compounds on the last.

Answer engine optimization (AEO) gets your brand cited by AI search engines. With 55% of Google queries showing AI Overviews, here is the practitioner's guide.
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