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.

1. Full AI Job Risk Index 2026

88 occupations · high / moderate / low exposure breakdown. Best for article sidebars and research roundups.

2. Single-role exposure badge

Compact badge for role-specific posts (e.g. “Will AI replace software developers?”). Pulls live data from our Risk Explorer.

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.

Want a personalized score instead of a role average?

Two minutes from a resume — task-by-task exposure for your specific history.

Free AI career assessment