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GTM Engineering

Everything on GTM Engineering, from people who do the work.

GTM Engineering
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News

AI · 8 min

GTM Engineering in the era of Mythos-grade LLMs

When research, outreach, and personalization become baseline, GTM advantage shifts to first-party data, verifiable evidence, and human trust. How buyer-side AI and agent workflows reshape go-to-market.

Neel Vithlani
News

Outbound · 3 min

LinkedIn deplatforms HeyReach

LinkedIn deplatforms HeyReach profiles while the product continues to work. What this means for outbound tools, automation, and LinkedIn’s stance on scraping and messaging.

Isha Zaveri
News

Operations · 3 min

Tim Yakubson Just Launched Unlock N8N

Tim Yakubson launches Unlock N8N, a hands-on course for GTM engineers covering n8n, Claude Code, and workflow automation. Full breakdown, pricing, and what you get.

Neel Vithlani
Review

GTM Engineering · 17 min

42 GTM Engineering Definitions Compared: What the Role Actually Means

We analyzed 42 GTM Engineering definitions from across the web to reveal the patterns, contradictions, and unanswered questions shaping this emerging discipline.

SGShreya Ghosh
Perspective

Outbound · 7 min

The absolute truth about GTM alpha

GTM alpha isn’t a one-time hack. It’s a system for modeling buyer behavior, testing alpha portfolios, and evolving your GTM before tactics decay.

Neel Vithlani
Perspective

GTM Engineering · 5 min

Selecting tools for GTM Engineering: making the right bets

Choose tools like infrastructure: fit your GTM stack, avoid LTD traps, judge clarity, and prioritize fast support and a strong community.

Neel Vithlani
Career

Careers · 5 min

How to hire and get hired as a GTM engineer

Are you walking into a strategic GTM role or just a quota trap? Learn to spot the difference between a true GTM engineering role and a glorified SDR gig before you apply.

Neel Vithlani
Perspective

Research · 5 min

How to think about prospect research

If you ask basic questions on a call, you have failed. Learn to use AI automation to front-load your research, do the math before the call, and skip straight to the solution.

Neel Vithlani
Perspective

GTM Engineering · 4 min

Building the right ecosystem for GTM engineering

Even the best GTME hire cannot succeed if they are fighting their own team for resources. Discover the 4 internal partnerships required to make this role work.

Neel Vithlani
Perspective

GTM Engineering · 12 min

How to know if GTM Engineering will work for you: 3 litmus tests

GTM engineers can deliver exceptional results but only in certain types of orgs. Take these 3 simple tests to see if you are actually ready to hire them.

Neel Vithlani
Perspective

GTM Engineering · 5 min

Defining GTM engineering for leaders and operators

Most companies hire GTM Engineers but manage them like tech-savvy SDRs. Read to find out if you are missing the chance to build a permanent revenue asset inside your company.

Neel Vithlani