the gtm engineer The new era of customer segmentation and data capture with Osman Sheikhnureldin, Head of GTM Ops at Clay
Osman Sheikhnureldin runs GTM operations at Clay, and he's redefining the role of sales and marketing ops within tech.
He was the first GTM operations hire at Clay and has built the GTM ops function while Clay has grown from 25 to ~150 people. In this conversation, Osman shares his view on the modern GTM operations org, and we talk about the cutting edge data capture and automations his team has built to support Clay’s growth.
In this podcast, we discuss:
* Why modern GTM operations should start with data architecture, not CRM admin
* How to automate the most painful parts of sales workflows using LLMs
* How to extract nuanced competitor intelligence from sales calls and the value of JSON schemas
* How to build and track your own custom data points and use them to create self-improving LLM-generated battle cards
* Marketing’s role in the new world of GTM Engineering
* How to evaluate and hire your first GTM engineer
Episode highlights:
* Osman and his team automated closed won hand offs between sales and customer success team to reduce manual work and speed up the post-deal transition.
* Osman uses large language models to automatically extract competitor mentions, renewal dates, and buyer pain points.
* Clay has built their own custom data points to get more granular about their ICP. They track sales org maturity, who their prospects sell to, where their prospects sell, and much more.
* The GTM Ops team at Clay is working to build battle cards that write themselves — closed-won (and lost) patterns are fed back into Clay’s system, allowing automated generation of pre-call prep and objection handling guides.
* Marketers at Clay have built personalized landing pages to target their top enterprise prospects.
* We cover how to evaluate GTM engineering candidates by testing them for curiosity and digging into how they think about creative intent signals.
Where to find Osman:
* LinkedIn: https://www.linkedin.com/in/osmansheikh
Transcript details
(00:00) Introduction to Osman, his role at Clay, and the scope of his GTM Ops team
(03:17) Osmans’s career journey and GTM Ops at Clay
(8:44) The ideal GTM Ops org structure with examples from Clay as they’ve grown
(22:02) Automating manual workflows from the Clay sales team
(26:13) Extracting competitor data from sales transcripts and the importance of JSON schemas
(32:57) Lightweight data engineering tips to store data at scale
(36:30) Creating and tracking custom data points for your GTM needs
(43:19) Building custom, self reinforcing battle cards based on call learnings
(56:44) Marketing's Role in GTM Engineering
(01:03:38) Building and evaluating GTM Engineering Skills
(01:14:38) The long term value of a CRM and conclusion
For inquiries about sponsoring the podcast and to recommend any guests, email noah@thegtmengineer.ai
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