Oren Greenberg was building production GPT systems in 2020 — not to write anything, but to classify the marketing job market, because doing it by hand in Excel was driving him mad. Six years later he has reconciled 1.89 million marketing profiles against 10.1 million job ads across 126 roles. In this episode of Real Seekers After Truth he takes host Nick Mason (CEO, Turtl) through what the gap between the two sides shows: the skills employers can't find are the ones nobody can claim alone, and the skills marketers over-list are the ones anyone can. Midway through, asked a question his data hadn't answered yet, he runs the query live — and revises a claim he'd made twenty minutes earlier.