In today's episode, I chat with Jay, a go-to-market engineer at Clay, about implementing AI across roughly 50 companies in the past year, from five-person shops in West Texas to 3,000-person organizations.

Jay walks through his favorite recent build: an AI agent for an electronic sign company that pulls Google Street View images of churches and retail locations, scores the quality of their existing signage, checks zip code wealth and traffic, then hands reps a qualification status, cutting a 15 to 60 minute manual process down to seconds. We get into his signals-driven prospecting framework, where static ICP scoring gets layered with real-time buying triggers so reps wake up to a prioritized account list every Monday. Jay shares his path from private equity to scaling ThredUp's B2B arm to zero to double-digit million ARR, then falling for Clay as an early user before joining. He predicts go-to-market is splitting into an orchestration layer for data infrastructure and an app layer reps build themselves, and closes with advice for new GTM engineers: learn CRM architecture first, then just do it.

Enjoy 🙂

(0:00) Introduction to The GTM Engineer Podcast
(0:32) What Jay Does as a GTM Engineer at Clay
(1:04) The Clients: 50 Companies Implemented in a Year
(1:52) Creative Campaign: AI Agent Qualifies Electronic Sign Leads via Street View
(5:21) The Framework: Signals-Driven Prospecting
(7:12) Jay's Journey: From Private Equity to ThredUp to Clay
(9:58) Predictions: The Orchestration Layer vs. The App Layer
(12:39) Advice: Learn CRM Architecture, Then Just Do It

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📧 Email - saurabh@salesrobot.co

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