Two years ago, most companies didn’t have a go-to-market (GTM) engineer. Now, that role is showing up across tech, with roughly 100 job listings appearing each month. Companies such as Cursor, Lovable, and Webflow are actively looking for talent in this area. What’s driving this change? AI and automation are fundamentally reshaping how businesses approach customer acquisition and revenue generation.
GTM engineering, a term coined by Clay in 2023, uses AI, data, and automation to turn labor-intensive GTM work – researching accounts, cleaning data, preparing outreach – into repeatable, automated workflows. The goal is to let existing teams do more without simply adding headcount.
Clay was founded in Brooklyn in 2017 with the goal of giving more people access to the power of programming – letting users connect information and automate tasks without writing code. As sales and growth teams adopted Clay’s tools, the company shifted its focus to supporting GTM initiatives. Their AI-driven agent, Claygent, automates research and outreach for sales, marketing, and recruiting teams, demonstrating practical applications of AI across the GTM stack.
Clay’s recent growth has been remarkable. The company reported a tripling of its annual recurring revenue to $100 million and a valuation increase to $5 billion earlier this year. Their recent $115 million Series D funding round in September pushed their valuation to an impressive $7.1 billion. To further invest in the emerging field of GTM engineering, Clay has also established a $1 million scholarship fund aimed at training new GTM engineers.
The evolution of GTM engineering reflects a broader trend in the industry: a shift toward AI-native approaches to customer engagement. As businesses tackle the challenge of efficiently finding and connecting with customers, the focus is moving from simply hiring more staff to developing systems that empower existing teams to work more effectively.
At TechCrunch Disrupt 2026, attendees can see firsthand how AI is transforming the GTM landscape. The conference features over 200 professional sessions and more than 250 speakers, all focusing on practical tactics for business development, fundraising, and strategic growth. It’s a unique chance to engage with others facing similar challenges and to observe the cutting-edge solutions emerging in this space.
GTM engineering is not just a trendy buzzword; it addresses a critical issue in today’s market. By integrating AI with customer outreach and data management, companies can improve their ability to connect with the right customers without overwhelming their teams or tools. This approach not only streamlines operations but also paves the way for new strategies aimed at sustainable growth.
