◈ X-Research
← Category Events
What happened

Clay emerged as the de facto infrastructure tool for AI-powered outbound in 2025-2026. Clay enables operators to build enrichment + personalization workflows: pull a list from Apollo, enrich with LinkedIn data, use AI to write personalized first lines, push to Outreach/Salesloft. The 'Clay workflow' is now the standard method for generating personalized outbound at scale. Clay grew from niche tool to GTM category leader.

Why it matters for Seva's category

For GTM and Demand Gen operators: Clay is the most-referenced tool in outbound personalization. Anyone evaluating AI-powered outbound starts with Clay. The Clay playbook is the reference for 'how to do AI personalization without being generic.' Understanding Clay workflows is table stakes for GTM operators.

Content angles