Sourced, not scared

Will AI replace your job?

No scare score. No secret sauce. Just the honest map — and the stuff that's already yours.

No scare score · No sales pitch · No accounts needed

Sourced, not assumed

Every classification traces to named, dated research — never a guess dressed up as a stat.

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Gaps stay visible

Where the map has no coverage yet, your chart says so — out loud, not hidden.

[uncharted]

A real first step

Each suggestion comes with a real first step you can take today — sized in minutes, and linked to something that actually exists.

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What we won't say. We'll never call anything "AI-proof," promise you a job, or hand you a made-up fit score. Where studies disagree about how a task is shifting, we show the disagreement instead of picking a side for you.