# displacement.ai

displacement.ai is an evidence-based destination for workforce displacement by AI. It explains AI job displacement through task exposure, automation risk, augmentation potential, wage context, source confidence, and transition planning.

Evidence freshness (audited 2026-08-28):
- Occupation and task layer: O*NET Database 31.0, August 2026.
- National wage layer: BLS OEWS May 2025 estimates, released May 2026; 602 of 620 profiles have a current publishable median.
- Score layer: seed-v0.4-2026-05, kept versioned and separate from the evidence refresh so new research is not presented as a silent recalibration.
- 2026 capability research tracked: agentic work, AI jobs transition archetypes, cross-occupation task use, and success-weighted task coverage.

Core pages:
- [Homepage and product overview](https://displacement.ai/)
- [AI job displacement calculator](https://displacement.ai/ai-job-displacement-calculator/) — search-focused calculator page
- [Will AI replace my job?](https://displacement.ai/will-ai-replace-my-job/) — guide to replacement, redesign, and augmentation
- [Customer-service replacement analysis](https://displacement.ai/will-ai-replace/customer-service-representatives/)
- [Cashier replacement analysis](https://displacement.ai/will-ai-replace/cashiers/)
- [Writer and author replacement analysis](https://displacement.ai/will-ai-replace/writers-authors/)
- [Career comparison guides](https://displacement.ai/compare/) — adjacent roles for exposed work
- [Jobs at risk from AI](https://displacement.ai/jobs-at-risk-from-ai/) — ranked occupation list
- [AI-resilient careers](https://displacement.ai/ai-proof-careers/) — safer work patterns and career paths
- [AI displacement upskilling plan](https://displacement.ai/upskilling-for-ai-displacement/) — 90-day plan
- [AI displacement glossary](https://displacement.ai/glossary/)
- [Task exposure definition](https://displacement.ai/glossary/task-exposure/) — glossary detail example
- [Interactive displacement lens](https://displacement.ai/lens/)
- [Occupation index](https://displacement.ai/jobs/)
- [Data Entry Keyers profile](https://displacement.ai/jobs/data-entry-keyers/) — role-level example
- [Administrative occupations](https://displacement.ai/categories/administrative/) — category hub
- [Industry reports](https://displacement.ai/industries/)
- [AI and healthcare jobs](https://displacement.ai/industries/healthcare/) — industry example
- [Methodology](https://displacement.ai/methodology/) — scoring model, limitations, and confidence
- [2026 workforce displacement brief](https://displacement.ai/reports/ai-workforce-displacement-2026/)
- [Downloadable 2026 brief summary](https://displacement.ai/ai-workforce-displacement-2026-brief.md)
- [Downloadable 2026 chart data](https://displacement.ai/ai-workforce-displacement-2026-chart-data.csv)
- [Transition playbook](https://displacement.ai/playbook/)
- [About and editorial policy](https://displacement.ai/about/)
- [Public research sources](https://displacement.ai/sources/)
- [Full occupation digest](https://displacement.ai/llms-full.txt) — per-role wage vintages

Localized agent maps:
- [Spanish agent map](https://displacement.ai/es/llms.txt) — translated priority occupations
- [Brazilian Portuguese agent map](https://displacement.ai/pt-br/llms.txt) — translated priority occupations

Primary topics:
- workforce displacement by AI
- AI job displacement
- task automation and augmentation
- occupational transition planning
- reskilling and adjacent-role pathways
- source-backed labor market research