The data behind the timing

The loudest job market ever.

Three things are true at once: the entry-level door is closing, AI is reshaping who gets cut, and every opening now drowns in machine-written sameness. None of this is a reason for despair. It is a reason to be unmistakable.

The entry-level door is closing

Unemployment rate, %. The crossover is the story: recent graduates now sit above the overall rate, historically unusual for the educated.

Young grads All workers All grads Recent grads
2000now

AI's footprint on layoffs

Share of announced layoffs citing AI (Challenger). From 7% to 40% in five months. Cited is not the same as caused, but every one of those layoffs becomes a stack of resumes on someone's desk.

40%
Jan 2026May 2026

In a flood of sameness,
specific wins.

The application that sounds like an actual person, backs every claim it makes, and arrives as a living page instead of another PDF is the one that gets read twice. That is the whole product.

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Sources: FRED (BLS, JOLTS), NY Fed, Challenger, Gray & Christmas.