College-educated professionals in writing, coding, analysis, and admin whose core job tasks are being eaten by generative AI. They are not curious about AI — they are spending money right now to protect their income before full displacement hits.
AI was the #1 cited reason for U.S. layoffs for five straight months through July 2026, accounting for 22% of all 2026 layoff plans by May — far surpassing all of 2025 — which forces white-collar workers to act urgently rather than wait (Challenger, Gray & Christmas, July 2026).
A Mercer Global Talent Trends survey of 12,000 workers found 40% now fear losing their job to AI, up sharply from 28% two years ago, meaning the buyer pool of anxious professionals actively seeking pivots is growing faster than any solution provider can capture (Mercer via Metaintro, February 2026).
Job openings for routine, automation-prone white-collar roles fell 13% after ChatGPT's debut while demand for analytical and technical roles grew 20%, creating a visible skills gap that pushes displaced professionals to spend on reskilling immediately (Harvard Business Review, March 2026).
The exact words they type into Google.
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