GTM ENGINEERING · THE SHORT VERSION

What is GTM engineering?

GTM engineering is the work of connecting your go to market tools so the data inside them actually reaches the people who sell. It sits between sales ops and data engineering, and it ships working systems, not slides.

See what I'd build for you

The short answer

Most teams already own the raw material. A CRM full of deals, a call recorder, an enrichment tool, a pile of product usage. The problem is that the pieces do not talk to each other, and nobody owns the gap between them.

A GTM engineer owns that gap. You pull the real signal out of each tool, score it against what a good customer looks like, and route it to a rep in the moment it matters.

That is the whole job. Understand the buying signal, connect the systems, ship the result to the person on the call.

What a GTM engineer does

01

Extract

Pull the real signal out of calls, closed won deals, and product usage. Not the fields someone typed into the CRM once and never touched again.

02

Connect

Join those signals across tools that were never built to talk to each other. One score, one record, one place to look.

03

Ship

Send the result to your reps, your sequencer, and your CRM so it changes what happens on the next call. If it does not change behavior, it is not done.

Where it sits

SALES OPS
Keeps the system running
Owns hygiene, reporting, and the rules of the CRM. Essential work, but it usually stops at keeping the lights on.
GTM ENGINEERING
Builds the signal path
Owns the thing that makes the data useful. Extraction, scoring, and routing across the whole stack.
DATA ENGINEERING
Wires the warehouse
Owns the plumbing underneath. Great at moving data, rarely close to the buying conversation.

The lines blur on small teams, and that is fine. The useful question is not the title. It is whether someone owns the path from raw data to the next call. See the full comparison.

What it looks like in practice

90.8% of buyer pains went unprobed
11,000 / 93.9% accounts enriched, verified
The first number comes from 318 analyzed calls and 1,139 classified rep questions on the Gong Call Intelligence Pipeline. The second is an account to outbound pipeline that enriched 11,000 accounts at 93.9% verified.

What it costs to build

A GTM system is built on the tools you already pay for, over a few weeks, not a year. I break the cost down plainly, including what you can skip. Read the cost breakdown.

Where to start

Pick the one thing costing your team the most pipeline right now. That is where the first build goes. If you want a read on which one it is, book the diagnostic.

See what I'd build for you

Keep reading

Xavier Singletary · GTM engineer
xsingletary.com

If your reps don't tell me it saves them 30 minutes a day in the first week, you don't pay the final invoice. You keep the ICP report regardless.

See what I'd build for you

Not ready to book? Start with a free outside-in read.