Article · long read

GTM Engineering: What It Is, How It Works, and How to Hire

Mishti Sharma and Varun Anand · Clay Free Advanced

The clearest definition yet of the role that is quietly reshaping outbound teams, with how Intercom, Canva, Notion and Ramp actually structure it and what to test for when hiring. Useful even if you never make the hire, because it describes where outbound leverage now comes from.

  • Roughly 100 GTM engineer listings go live every month, for a role Clay only named in 2023.
  • GTM engineering work climbs three rungs: data foundation, data modeling, data activation, and most teams stall on the first.
  • Most companies embed GTM engineers inside RevOps first, then federate them out to the teams.
  • At Verkada the setup lets SDRs book 80 to 100 meetings a month, about 4x their previous rate.

It answers 2 questions

  1. What are the best outbound teams doing in 2026 that the rest of us are not?
  2. How is AI actually changing what a GTM team does day to day?

Read with it

  1. A rare account of the specific moments a GTM changed shape, from narrowing to cold email agencies, to reversing the demo, to... First Round Review Article · ~25 min read The GTM Inflection Points That Powered Clay to a $1B+ Valuation Varun Anand
  2. Shows the actual arithmetic of list building, cutting 66,000 companies down to 5,700 real targets, then tiering them by how... Growth Unhinged Newsletter · long read An outbound playbook for 2025 Fivos Aresti
  3. Actual job posting data instead of opinion: GTM posts down 15 percent, SDR posts down 21 percent, support down 37 percent,... Growth Unhinged Newsletter · 10 min read Who's actually hiring in GTM right now? AI companies are doubling SDR hiring Kyle Poyar
  4. It gives you a four part test (autonomy, reasoning, tool use, memory) to tell a real agent from a renamed feature, which is the... Mutiny Article · 20 min read The best AI agents for B2B sales in 2026: What's real vs. hype Matt Ratchford
  5. Video · 18 min What is GTM engineering? Inside Clay's GTM strategy Everett Berry
  6. Podcast · 46 min How to Run B2B GTM When Your Buyer Asks ChatGPT First Alon Waks
eChai Partner Brands The partnership →