Zero-budget distribution
Free embeds: AI job risk data your audience can use
Career bloggers, university pages, HR newsletters, and Substack writers: host our research on your site with a single iframe. No API key, no signup — a visible link back to Job Resiliens is all we ask.
Who this is for
Career coaches & bloggers
Add credible, cited data to AI-career posts without building your own research desk.
University career centers
Give students a sober, task-level read on exposure — not hype or doom.
Newsletters & Substacks
Visual break in long reads; links drive readers to a free personalized check.
Attribution & terms
Embeds must keep the Job Resiliens footer link visible (included in the widget). Do not remove branding or imply endorsement. Data is directional research — not individual career advice. Full methodology: how we score AI resilience.
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