Marketing Operations
Overview
This skill covers marketing operations best practices across tech stack management, AI adoption and workflow automation, attribution and measurement infrastructure, lead scoring, data hygiene, and team operating systems. All practices are sourced exclusively from Exit Five podcast guests across 35 contributing episodes. Where guests disagree, both positions are presented with full attribution — do not treat contested areas as settled.
AI Adoption and
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