The GTM Engineer builds the AI, automation, and signal capture that run go-to-market. We do that work for you, outsourced and fractional. You get the systems, the agents, and the signal. You skip the salary.
For sales-led B2B teams between $10M and $100M in revenue.
A GTM Engineer is the technical operator behind modern go-to-market. The job is leverage: use AI and automation to capture the signal your buyers already emit, route it into the system, and let software do the work a team used to do by hand. Enrichment, lead routing, CRM architecture, inbound and outbound plumbing, agent workflows, the machine underneath the motion.
Golden Ratio GTM does exactly this work, as your fractional GTM Engineer. The same role and the same output, retained for a fraction of a full-time salary.
Most of a GTM Engineer's value is created once. Architecting the system, wiring the signal, and building the agents is intense up-front work. After that, it runs, and it needs light maintenance, not another full month of full-time labor.
A full-time hire costs the same every month whether they are building or babysitting. You pay a six-figure salary in perpetuity for a role whose hardest work is already behind it.
A fractional GTM Engineer inverts that. We do the heavy build, hand you systems you own, and stay on for maintenance and iteration. You capture the output without carrying the salary, the benefits load, or the tooling budget, often a six-figure difference over a year.
The gap is not just salary. It is everything stacked on top of a full-time hire, and everything you skip by retaining the work instead of the person.
Hiring a GTM Engineer means carrying the full cost of a senior technical role, month after month.
Retain the work, not the headcount. The output shows up without the overhead underneath it.
Three layers, built in order. Signal first, because the rest is worthless without it. Then the system that carries it. Then the agents that act on it.
We wire up the intent, engagement, and product signal your buyers already emit, enrich it, and route it automatically, so nothing lands in a spreadsheet no one reads.
We design the operating layer beneath the pipeline: objects, lifecycle, stages, routing, and dashboards. A single source of truth a person can run and an agent can read.
On a coherent foundation, we deploy AI agents that connect to your stack through MCP, reason across your data, and do the repetitive GTM work your team does by hand today.
The shape of the engagement mirrors the shape of the work: a concentrated build, then a long tail of maintenance. That is exactly why it does not need a full-time salary.
A short diagnostic maps where your signal leaks, what is manual that should not be, and what to build first.
We design the system, the signal flow, and the agents against your actual motion, not a template.
We build it once, on the stack you already run. You own everything we ship.
We stay on for upkeep and iteration as things change. Light-touch, not a headcount.
Most GTM engineering is execution waiting for someone else to decide what to build. This is not that. Golden Ratio GTM brings GTM strategy, performance marketing, and CRM architecture together in one operator who has carried a revenue number.
The spec and the build come from the same place, so they never drift apart. Your system is pointed at the right outcome before the first field is created, and you get that judgment fractionally, at a fraction of the cost of hiring it in.
A GTM Engineer is a technical operator who builds the automated, AI-leveraged systems that run go-to-market: signal capture, enrichment, CRM architecture, lead routing, and agent workflows. They sit between RevOps, growth, and data, and their job is leverage, using software to do work a team used to do by hand.
The same work, on a different cost structure. Because most of a GTM Engineer's value is created up front, building the systems and agents, a fractional engagement front-loads that build, hands you systems you own, and stays on for light maintenance. You get the output without paying a full-time salary for a role whose hardest work is already done.
A full-time GTM Engineer is a six-figure salary before you add benefits, payroll tax, equity, tooling, and months of ramp. A fractional engagement is a flat, scoped fee for the build plus lighter ongoing maintenance. You avoid the standing salary and everything stacked on top of it, which is often a six-figure difference over a year.
You get the same systems and, in most cases, better judgment behind them, because the strategy and the build come from one operator who has carried a revenue number, not a junior hire learning on your pipeline. What you give up is a full-time body in your org chart, not the output.
Three layers, in order: signal capture and routing; CRM architecture and automation; and AI agents that connect to your stack through MCP and act on your data. Everything is built on the stack you already run, and you own it.
Yes. The engagement includes ongoing maintenance and iteration as your motion changes. It is light-touch by design, the build is where the heavy work lives, which is what makes a fractional model work. If we built your system already, the fractional engagement is the retained tier after handoff: you own the system either way.
A GTM Engineer complements RevOps rather than replacing it. RevOps runs the process; the GTM Engineer builds the automated, AI-leveraged systems underneath it. We frequently work alongside an existing RevOps function and hand off documented systems they can operate.
Sales-led B2B companies between $10M and $100M in revenue that need GTM engineering but cannot justify, or do not want, a full-time hire. If you are sitting on signal you are not capturing and work that should be automated, this is built for you.
We will look at your motion, show you where the leverage is, and tell you honestly whether a fractional engagement or a full-time hire is the right call for you.
Thirty minutes. No pitch deck.
