Disclaimer
Last updated: March 12, 2026
General Disclaimer
LayoffWatcher.com provides information about workforce reductions, job creation, and economic trends for educational and informational purposes only. Nothing on this site constitutes professional financial, legal, employment, or career advice.
Data Accuracy
Our layoff and job creation data is compiled from publicly available sources including news reports, SEC filings, WARN Act notices, press releases, and community submissions. While we verify data where possible, we cannot guarantee 100% accuracy. Numbers may be estimates, and reported figures may change as situations develop.
We encourage users to verify critical information through primary sources before making important decisions.
AI Classification
Our cause classification system (AI-Driven, Financial Distress, Restructuring, Undisclosed) uses artificial intelligence to analyze layoff causes. These classifications are algorithmic assessments based on available information and may not capture the full complexity of corporate decisions. Classification confidence levels (High, Medium, Low) indicate our model's certainty.
For a detailed explanation of our methodology, visit our Methodology page.
Editorial Content
Our articles, daily recaps, and analysis pieces represent the views and analysis of our editorial team. They are not objective reporting and should be read as commentary and opinion informed by data.
Economic Data
Economic indicators displayed on our Economy Dashboard (S&P 500, inflation, unemployment, energy prices) are sourced from the Federal Reserve Economic Data (FRED) API and the U.S. Energy Information Administration (EIA). Data may be delayed and is subject to revision by the source agencies.
Job Board
Job listings on LayoffWatcher are posted by third-party employers. We do not verify the legitimacy of every listing, endorse any employer, or guarantee employment outcomes. Apply at your own discretion and exercise standard caution.
No Guarantee
Past layoff trends, economic indicators, and job market data do not predict future outcomes. The job market is complex and influenced by factors beyond what any single platform can capture.
Contact
If you believe any data on LayoffWatcher is inaccurate, please contact us at corrections@layoffwatcher.com.