Layoff trackers compared 2026

Best Layoff Tracker 2026: Layoffs.fyi vs WARN Tracker vs TrueUp Compared, and the Pressure Signals They Miss

Every major layoff tracker shows you what already happened. None of them show you what is happening right now, inside your own building, before it becomes a headline. Here is how to use both.

Quick answer

A layoff tracker is a tool or database that collects reported job cuts, WARN Act notices, and workforce reduction data. The major named trackers each cover different ground. Layoffs.fyi is the most widely cited tech and startup layoff tracker, crowdsourced and free, tracking cuts since COVID-19. WARNTracker.com, built by Steven Zhang and Chris Talley, pulls directly from official WARN Act filings across roughly 8 million employees and 40,362 companies dating back to 1988, covers all sectors rather than only tech, and is free to browse with paid data exports. TrueUp.io tracks tech layoffs in real time alongside open job counts and sector breakdowns, reporting about 157,000 people affected across roughly 415 layoffs in 2026 year to date. The Crunchbase Tech Layoffs Tracker combines media reporting with Layoffs.fyi data, updated weekly. Challenger, Gray and Christmas publishes a monthly report of announced job cuts, though its own methodology notes actual separations typically run 10 to 20% lower than announced totals. Every one of these tools shows confirmed or announced cuts. None of them show the pressure building before a cut is announced. The Grind Hotline Corporate Stress Index is different: it tracks visible workplace pressure signals, including restructuring, AI pressure, hiring freezes, no backfill, outsourcing, RTO mandates, and monitoring, to help workers read the pattern before the official announcement lands. It does not predict layoffs or individual outcomes.

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Why people search for a layoff tracker

Nobody searches for a layoff tracker out of idle curiosity. They search because something already feels unstable.

A company announced a restructuring. A manager went quiet. Open roles disappeared. A friend at another employer got cut without warning. Whatever the trigger, the person typing layoff tracker into Google wants one thing fast: a clearer, verified read on where job cuts are actually happening.

That is exactly what the good trackers deliver. They pull scattered information, company announcements, government filings, news reports, into one searchable place instead of forcing you to check ten sources by hand.

But a tracker is only one layer of the picture. It tells you what has already been confirmed. It was never built to tell you what is building right now, inside your own team, before anyone announces anything.

What is a layoff tracker?

A layoff tracker is a database, website, or dashboard that collects public information about job cuts: company names, dates, headcount affected, location, industry, sourcing links, and sometimes the employer's stated reason.

Some trackers focus narrowly on tech and startups. Others cover every industry by pulling directly from official government filings. Some update daily and in real time. Others publish a monthly summary. The differences between them matter more than most people realize, and picking the wrong one for what you actually need wastes time.

In plain terms, a layoff tracker answers one question well: what job cuts have been reported. It does not answer the harder question most anxious workers are really asking, which is whether their own company is heading in that direction next.

The five major layoff trackers compared

There is no single best layoff tracker, because each one is built for a different kind of question. Here is what each one actually covers, sourced directly from how they describe their own data.

Layoffs.fyi is the most widely cited tracker for tech and startup layoffs. It has run continuously since COVID-19 was declared a pandemic, is free to use with attribution, and is crowdsourced, meaning its breadth comes from a wide net of public reporting and submissions rather than a single official data feed. If you want the broadest, fastest-updating view of tech-sector cuts, this is usually the first stop.

WARNTracker.com takes a different approach entirely. Built by software engineers Steven Zhang and Chris Talley after a viral LinkedIn post about the 2023 Google layoffs, it draws directly from official WARN Act notices, the legal filings U.S. employers must submit before large layoffs. It covers roughly 8 million employees across 40,362 companies dating back to 1988, spans every industry rather than only tech, and updates daily. It is free to browse by company, state, and year, with paid options for bulk data export and weekly filing alerts. Because it is built on legal filings rather than news coverage, some layoff dates in the tracker are technically in the future, since WARN requires 60 days of advance notice before the cut takes effect.

TrueUp.io focuses specifically on tech, pairing layoff data with open job counts and tech-stock movement, plus a standout breakdown by sector such as FinTech, health tech, e-commerce, and ed-tech. It reported roughly 157,000 people affected across about 415 tech layoffs in 2026 year to date. It is free to use and particularly useful if you want to see layoffs alongside hiring activity in the same view.

The Crunchbase Tech Layoffs Tracker blends its own reporting with media coverage and Layoffs.fyi data, updated at least biweekly, and pairs raw numbers with written context on why each company is cutting. It is a strong choice if you want the number and the narrative in one place, though its focus is U.S.-based tech and startup companies specifically.

Challenger, Gray and Christmas is the oldest name in this space, publishing a monthly national report on announced job cuts across every industry, not just tech. It is the source most frequently cited by financial journalists and economists. The important caveat, stated directly in third-party methodology notes analyzing its data, is that Challenger tracks announced plans, not completed separations, and actual layoffs typically run 10 to 20% lower than the announced figures once hiring, redeployment, and voluntary attrition are factored in.

Which layoff tracker should you actually use?

The honest answer is that most serious researchers, journalists, and anxious job seekers end up using at least two trackers together, not one.

If you want the broadest, most-cited view of tech and startup layoffs with the fastest update speed, start with Layoffs.fyi. If you hire, work, or are job hunting in the U.S. and want the most legally grounded, granular data down to the specific office and headcount, WARNTracker is the stronger source, because it comes from filings employers are legally required to submit rather than crowdsourced reports. If you want layoffs shown alongside hiring trends and sector-level movement, TrueUp adds a layer the others do not. If you want the monthly macro number that shows up in every major news story about the labor market, that is Challenger, Gray and Christmas.

None of them replace each other. A tracker built on WARN filings will miss layoffs at companies too small to trigger the WARN threshold, or layoffs conducted through quiet attrition rather than a formal mass filing. A tracker built on media reports and crowdsourcing will miss cuts that never generated a news story. Treat each one as a different lens on the same blurry picture, not a complete answer on its own.

How the WARN Act actually works

A huge share of layoff tracker data traces back to one federal law, so it is worth understanding exactly what it requires and, just as importantly, what it does not cover.

The Worker Adjustment and Retraining Notification Act, WARN, requires employers with 100 or more full-time employees to provide at least 60 calendar days of advance written notice before a plant closing or mass layoff. A mass layoff under WARN generally means an employment loss affecting 50 or more employees at a single site within a 30-day period, or 500 or more employees regardless of workforce percentage, or 50 to 499 employees if that represents at least one-third of the site's workforce. Notice must go to affected employees, their union representative if one exists, the state's dislocated worker unit, and the local chief elected official.

This is exactly why some dates inside WARN-based trackers appear to be in the future. A WARN notice filed today for a layoff taking effect in 60 days is doing precisely what the law requires. Employers who skip the notice can be liable for back pay and benefits to affected workers for each day of the violation, up to 60 days.

The law has real exceptions. Employers can shorten the notice period if the layoff stems from unforeseeable business circumstances, a faltering company actively seeking capital that public notice would jeopardize, or a natural disaster. At least 18 states, including California, New York, New Jersey, Illinois, and Massachusetts, have their own mini-WARN laws that go further than the federal version. New York's law, for example, requires 90 days of notice instead of 60 and applies to employers with as few as 50 employees when 25 or more workers are affected.

The practical takeaway for workers: WARN data is legally grounded and hard to fake, which makes it one of the more reliable layers in any tracker. But it only captures employers above the size threshold, running mass layoffs above the numeric threshold, at a single site. A huge amount of real workforce reduction happens underneath that line entirely.

What every layoff tracker misses

This is the part that matters most if you are trying to protect your own job, not just read the news.

Trackers built on WARN filings miss small employers below the 100-employee threshold, layoffs affecting fewer than 50 people at a single site, and companies in states without a mini-WARN law extending coverage. Trackers built on crowdsourced or media reports miss companies that never issue a press release and never generate news coverage, particularly private companies, which independent analysis has specifically flagged as underrepresented across both Layoffs.fyi and TrueUp style data.

Even the monthly Challenger report, the most cited macro number in financial journalism, tracks announced plans rather than completed separations, and its own analysts note that actual job losses typically run lower than the headline figure once some employees are redeployed, retire voluntarily, or the company's plans shift.

None of that makes these tools useless. It means every layoff tracker is a lagging indicator. By the time a cut shows up in any of them, in most cases, the decision was made weeks or months earlier, inside the company, long before it became a public data point.

The quiet layoffs no tracker catches at all

The hardest reductions to track are not announced at all. A company can shrink its workforce through attrition, simply not backfilling roles as people leave. It can consolidate teams, shift work offshore, add automation, or quietly push more output onto fewer employees, all without a single WARN filing or press release.

This is exactly the pattern behind terms like no backfill and quiet layoffs that workers increasingly search for alongside layoff tracker. A worker can correctly sense that headcount is shrinking around them for months before any tracker on this list would show a single data point for their company.

That is the real gap between what a tracker measures and what a worker actually experiences. The tracker answers, was there a layoff. The worker is usually trying to answer a different question: is something happening to my company right now, before it becomes official.

What is the Corporate Stress Index, and how is it different?

The Grind Hotline Corporate Stress Index is not a layoff tracker, and it is not trying to compete with WARN Tracker or Layoffs.fyi on raw data volume.

A layoff tracker is built around confirmed or announced cuts. The Corporate Stress Index is built around visible workplace pressure signals that tend to show up before, during, and after those cuts: restructuring language, AI-driven efficiency pushes, hiring freezes, no-backfill patterns, outsourcing, return-to-office mandates used as informal attrition tools, and employee monitoring.

That distinction matters because corporate pressure almost never arrives as one clean event. It usually arrives as a sequence. First the language shifts toward efficiency and simplification. Then budget scrutiny tightens. Then the hiring freeze hits. Then the reorg gets announced. Then, sometimes months later, the layoff becomes public and finally shows up in a tracker. Workers living inside that sequence have often felt the pressure for a long time before any dataset caught up to them.

The Corporate Stress Index does not predict layoffs and does not guarantee any individual outcome. What it does is give workers, job seekers, journalists, and researchers a structured way to read the pattern earlier, using the same kind of public signals a company's own employees are already noticing on the ground.

Layoff tracker vs Corporate Stress Index: the simple difference

A layoff tracker shows you the record. The Corporate Stress Index shows you the pattern. Both matter, and they answer different questions.

Use a tracker when you want to confirm whether a specific company has had a reported layoff, when it happened, and roughly how many people were affected. That is a factual record, and WARN-based tools in particular are hard to dispute because they come from legal filings.

Use the Corporate Stress Index when you want to understand what else is happening around a company beyond the confirmed number. Is leadership repeating AI-efficiency language on every earnings call. Are open roles disappearing without explanation. Is the company pushing RTO harder than it did a year ago. Those signals will not show up in a WARN filing, but they are often the earliest real warning a worker gets.

Neither tool replaces judgment. Both are inputs. The strongest approach uses the tracker for the confirmed record and the pressure index for the earlier read.

What about AI layoff trackers specifically?

A growing number of searches specifically look for an AI layoffs tracker, and it is worth being precise about what exists and what does not.

No major tracker isolates AI-caused layoffs with full accuracy, because companies self-report their own reasons, and those reasons are often incomplete or strategically vague. Challenger, Gray and Christmas has tracked AI as a disclosed reason for job cuts since 2023 and shows a clear year-over-year rise in that attribution. But independent analysis has specifically flagged what researchers call a reporting inconsistency: the gap between layoffs actually caused by AI adoption and layoffs a company is willing to publicly attribute to AI. Actual AI-driven displacement is widely believed to run higher than what gets disclosed, because attributing a cut to ordinary cost discipline draws far less scrutiny than attributing it to automation.

This is closely connected to what some analysts call AI washing, where companies frame ordinary cost-cutting as forward-looking AI transformation, or the reverse, where a genuinely AI-driven reduction gets quietly folded into vaguer language like efficiency or simplification to avoid the headline. Reading the stated reason on any tracker with some skepticism is a reasonable habit, not paranoia.

How accurate are layoff trackers, really?

Reasonably accurate for what they measure, and structurally incomplete for what they cannot.

WARN-based data is the most legally reliable layer, because employers face financial liability for filing false or incomplete notices. But it only captures employers above the size threshold conducting mass layoffs above the numeric threshold, and not every state enforces full public disclosure equally. Crowdsourced and media-based trackers are fast and broad but skew toward companies large enough, or newsworthy enough, to generate public reporting in the first place, which structurally underrepresents private companies and smaller employers.

Even the most cited monthly figure in financial journalism, Challenger's announced-cuts total, is explicitly a plans number rather than a completed-separations number, and third-party analysis estimates actual outcomes run 10 to 20% below the announced total.

None of this means the data is untrustworthy. It means every number needs its source and its methodology attached before you treat it as gospel, which is exactly why this article names each tracker specifically rather than citing a vague industry figure.

Workplace pressure signals workers should watch

Beyond any tracker, five categories of signal tend to show up before a layoff becomes official, and they are worth watching directly rather than waiting for a dataset to catch up.

Hiring behavior is the first. When a company slows hiring, freezes roles, delays offers, or stops backfilling resignations, that is a real signal worth noting, even without a formal announcement attached to it.

Leadership language is the second. Words like efficiency, simplification, operating model redesign, AI transformation, and cost optimization are not automatically alarming on their own, but they deserve a closer read when they arrive alongside visible budget pressure.

Workload change is the third. If a team loses people and the workload does not shrink to match, the company may already be quietly testing whether fewer employees can carry the same output.

Performance pressure is the fourth. Sudden new dashboards, stricter review cycles, PIPs, ranking exercises, or a manager's tone shifting toward documentation can signal the organization is becoming less forgiving.

Restructuring without clarity is the fifth. If reporting lines, budgets, and decision rights keep shifting without a clear explanation, the workplace may be under more pressure than the official messaging admits.

How different readers should actually use this

Workers should use layoff trackers to check whether their own company, industry, or region has had recent confirmed cuts, and use the Corporate Stress Index to see whether broader pressure signals are building around the same employer before anything becomes official.

Job seekers should check both before accepting an offer. A company can still be a strong opportunity even with a recent layoff in its history, but walking in blind, without knowing about restructuring language, no-backfill patterns, or other pressure signals, is avoidable risk.

Journalists and researchers should use WARN-based trackers for the hard, legally grounded record and use pressure signals to ask sharper follow-up questions. A single layoff headline is frequently part of a larger pattern involving AI investment, cost discipline, or investor pressure that the headline number alone does not capture.

Managers can use the same lens to understand what their own teams are already feeling. Workers rarely wait for official confirmation before they sense risk. They read budget behavior, leadership tone, meeting access, hiring decisions, and how work gets reassigned long before any of it appears in a tracker.

If your company just showed up in a layoff tracker

Seeing your own employer appear in a tracker, even for a cut that has not touched your team directly, is a legitimate moment to act, not just to spiral.

Start by getting the facts straight. Was this a formal WARN filing, which means the cut is legally confirmed and dated, or a media report that may still be developing. Check whether your specific site, division, or role category was named. Do not assume the worst before you know what was actually disclosed.

Then widen the lens. Is this an isolated event, or does it sit inside a pattern of hiring freezes, restructuring language, and no-backfill behavior you have already been noticing. One data point rarely tells the whole story on its own.

Either way, this is the moment to update your resume, document your recent wins, and quietly reconnect with your network, regardless of whether you personally were named. Preparation costs nothing. Waiting for certainty that may never arrive costs you the head start.

The Quiet Power move

The Quiet Power move is not panic. It is preparation, done calmly, before you need it.

Do not refresh layoff trackers all day and spiral over numbers you cannot control. Use them as one input among several. Then turn your attention to your own company, your own role, your manager's behavior, your workload, your access to information, and your internal reputation, the things that actually predict your personal risk better than any national dataset can.

If pressure is rising, update your resume before you need it. Save concrete examples of measurable work. Reconnect with people in your network quietly, before urgency makes it look desperate. Pay close attention to how leadership talks about efficiency, AI, and cost discipline, because that language usually shifts before the org chart does.

A layoff tracker tells you what has already become visible. A pressure signal tells you what may be changing around you right now. The goal was never fear. The goal is timing, leverage, and a smarter next move, made while you still have options.

The Grind Hotline read: data confirms, it does not warn

Every tracker on this list is doing exactly what it was built to do, and doing it well. That is not a criticism. It is a limitation baked into the format itself.

A dataset can only tell you what has already been confirmed, filed, announced, or reported. By definition, it cannot tell you what is quietly forming inside a building before anyone outside that building knows about it. WARN gives you 60 legally required days of notice on the cuts big enough to trigger it. It gives you nothing on the ones that never reach that threshold, and nothing at all on the slow, quiet version, attrition without backfill, that never generates a filing in the first place.

That gap is exactly where workers get blindsided. Not because the data lied to them, but because they were reading the confirmation instead of the pattern. The confirmation always arrives last.

Use the trackers for the record. Use your own eyes, and tools built for pattern reading like the Corporate Stress Index, for the warning. The workers who move earliest are rarely the ones who saw the headline first. They are the ones who stopped waiting for one.

Bottom line

There is no single best layoff tracker because each one answers a different question. Layoffs.fyi gives you the broadest, fastest tech-sector view. WARNTracker gives you the most legally grounded, all-industry record built on official filings. TrueUp adds hiring context alongside the cuts. Crunchbase pairs data with narrative. Challenger, Gray and Christmas gives you the monthly macro number, with the honest caveat that it measures announced plans, not confirmed outcomes.

All five share the same structural limit. They confirm what already happened. None of them were built to catch the quiet version, attrition without backfill, restructuring language, hiring freezes, that workers usually feel long before any dataset does.

That is the gap the Corporate Stress Index is built to help close, not by predicting the future, but by helping workers read the pressure signals that tend to arrive before the official announcement does.

Use both. Check the record. Watch the pattern. And do not wait for a tracker to confirm what you already suspect before you start preparing.

About The Grind Hotline

The Grind Hotline is a worker-first global media platform and business podcast built for people trying to survive modern corporate pressure without falling for polished language.

It covers layoffs, AI job cuts, toxic leadership, workplace politics, restructuring, severance fear, PIPs, no backfill, corporate pressure, and the future of work. The goal is to help professionals read warning signs earlier, protect their career story, and understand what companies are doing behind the scenes when the official message does not match what workers feel on the ground.

The host is an ex-banker and Fortune 100/500 global sales leader turned author, trainer, and corporate survival strategist, connecting Quiet Power, Layoff Career Counselling, Sales Execution Lab, and the 90-Day Revenue Engine into practical tools for modern workplace survival.

Start with the Corporate Stress Index at /corporate-stress-index.html for public pressure signals, the Layoffs 2026 hub at /layoffs-2026.html for worker-first layoff coverage, and Layoff Career Counselling at /layoff-career-counseling.html if job loss, severance fear, PIP pressure, or career rebuilding is becoming personal.

Important disclaimer

The Corporate Stress Index is an informational workplace pressure tracker. It does not predict layoffs, company performance, stock performance, individual employment outcomes, or future business decisions.

A company appearing under pressure does not mean layoffs will happen. A company not appearing under pressure does not mean workers are safe. Public signals, and the third-party layoff trackers referenced in this article, are incomplete by their own stated methodology and should be read carefully rather than treated as certainty.

This article is for informational and educational purposes only. It is not legal, financial, investment, employment, or career advice. If you are reviewing severance paperwork, WARN Act rights, or employment law questions specific to your situation, speak with a qualified professional in your jurisdiction.

Layoff tracker comparison at a glance

Each tracker measures something different. Here is what each one actually covers, sourced directly from how they describe their own data.

Layoffs.fyi

The most widely cited tech and startup tracker. Crowdsourced, free, live since COVID-19. Best for breadth and speed on tech-sector cuts.

WARNTracker.com

Built on official WARN Act filings. Covers about 8 million employees across 40,362 companies since 1988, all industries, not just tech. Free to browse, paid data export.

TrueUp.io

Tracks tech layoffs alongside open job counts and sector breakdowns. About 157,000 people affected across 415 layoffs in 2026 year to date. Free.

Crunchbase Tech Layoffs Tracker

Combines original reporting, media coverage, and Layoffs.fyi data. Updated at least biweekly. Pairs numbers with written context.

Challenger, Gray and Christmas

The monthly macro number cited across financial journalism. Tracks announced plans, not completed separations, which typically run 10 to 20% lower.

WARN Act basics

Requires employers with 100 or more employees to give 60 days notice before a mass layoff or plant closing affecting 50 or more workers at one site.

State mini-WARN laws

At least 18 states, including New York, California, and Illinois, extend WARN with lower thresholds or longer notice periods, such as New York's 90-day rule.

What trackers miss

Small employers below WARN thresholds, layoffs under the numeric trigger, and quiet attrition that never generates a filing or headline.

The AI attribution gap

Companies self-report layoff reasons. Analysts believe actual AI-driven displacement runs higher than what gets publicly disclosed as AI-caused.

Corporate Stress Index

Tracks visible workplace pressure signals, restructuring, AI pressure, no backfill, hiring freezes, RTO mandates, and monitoring, not just confirmed cuts.

Tracker vs pressure signal

A tracker confirms what already happened. A pressure signal shows what may be building before anything is announced.

The Quiet Power move

Use trackers for the record. Use pressure signals, and your own eyes, for the earlier warning. Prepare quietly, before certainty arrives.

Two tools, not one

Most researchers and workers get the fullest picture by combining a WARN-based tracker with a broader, crowdsourced one, not relying on either alone.

It does not predict

No tracker or pressure index guarantees an individual outcome. Every signal here is informational, not a forecast of what will happen to you specifically.

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Questions workers are asking

What is a layoff tracker?

A layoff tracker is a tool, database, or website that collects reported job cuts, including company names, dates, headcount affected, location, industry, and source links. Some pull from WARN Act filings, others from media reports and crowdsourced submissions.

What is the best layoff tracker in 2026?

There is no single best tracker because each covers different ground. Layoffs.fyi offers the broadest, fastest tech-sector view. WARNTracker offers the most legally grounded, all-industry data from official filings. TrueUp adds hiring context. Challenger, Gray and Christmas provides the monthly macro figure cited in financial news.

What is Layoffs.fyi?

Layoffs.fyi is a free, crowdsourced tracker of tech and startup layoffs that has run continuously since COVID-19 was declared a pandemic. It is one of the most widely cited sources for tech-sector job cut data.

Is Layoffs.fyi accurate?

Layoffs.fyi is widely cited and generally reliable for confirmed, publicly reported tech layoffs, but as a crowdsourced tool it can underrepresent private companies and cuts that never generated media coverage.

What is WARN Tracker?

WARNTracker.com is a database built by Steven Zhang and Chris Talley that pulls directly from official WARN Act filings. It covers roughly 8 million employees across 40,362 companies since 1988, spans all industries, and updates daily.

How accurate is WARN Tracker compared to other trackers?

WARNTracker is generally considered the most legally reliable source because it is built on official government filings rather than crowdsourced reports. Its limitation is that it only captures employers meeting WARN's size and layoff thresholds, and not every state enforces identical disclosure requirements.

What is TrueUp?

TrueUp.io is a free tech layoff tracker that also shows open job counts and sector-level breakdowns such as FinTech, health tech, and e-commerce, reporting about 157,000 people affected across roughly 415 layoffs in 2026 year to date.

What is the Crunchbase Tech Layoffs Tracker?

The Crunchbase Tech Layoffs Tracker combines Crunchbase's own reporting with media coverage and Layoffs.fyi data, updated at least biweekly, focused on U.S.-based tech and startup companies with written context alongside the numbers.

What is the Challenger, Gray and Christmas layoffs report?

Challenger, Gray and Christmas publishes a monthly national report on announced job cuts across all industries. It is the most cited macro figure in financial journalism, but it tracks announced plans, not completed separations, which independent analysis estimates run 10 to 20% lower than the announced total.

Are layoff trackers free?

Most core browsing is free. Layoffs.fyi, TrueUp, and Crunchbase are fully free to browse. WARNTracker is free to browse by company, state, and year, with paid options for full dataset export and weekly filing alerts.

Is there a layoff tracker for a specific state?

WARNTracker allows filtering by state because it is built on WARN filings, which include state-level dislocated worker unit notifications. At least 18 states also have their own mini-WARN laws with different thresholds, which can mean a state-level filing exists even when a layoff falls under the federal threshold.

Is there an AI layoffs tracker?

No major tracker isolates AI-caused layoffs with full accuracy, since companies self-report their own reasons. Challenger, Gray and Christmas has tracked AI as a disclosed reason since 2023, but analysts believe actual AI-driven displacement runs higher than what companies publicly attribute to AI.

What is the WARN Act?

The Worker Adjustment and Retraining Notification Act requires U.S. employers with 100 or more full-time employees to give at least 60 calendar days advance written notice before a plant closing or mass layoff affecting 50 or more employees at a single site.

How many days notice does the WARN Act require?

The WARN Act requires at least 60 calendar days of advance written notice before a covered plant closing or mass layoff, though some state mini-WARN laws, such as New York's, require longer notice periods.

Does the WARN Act apply to small companies?

No. The federal WARN Act only applies to employers with 100 or more full-time employees. Smaller companies are not covered unless a state mini-WARN law sets a lower threshold, as some states do.

Why do some layoff dates in a tracker show a future date?

Because WARN requires 60 days of advance notice before a layoff takes effect, a filing submitted today can list an effective date weeks or months in the future. This is normal and reflects the employer following the legal notice requirement.

What does a layoff tracker miss?

Trackers built on WARN filings miss employers below the size threshold and layoffs under the numeric trigger. Trackers built on crowdsourced or media data miss layoffs that never generate news coverage, particularly at smaller or private companies. Quiet attrition and no-backfill reductions are missed by nearly every tracker.

Can a company lay people off without appearing in any tracker?

Yes. A company can reduce headcount through attrition, simply not backfilling roles as people leave, consolidating teams, or shifting work offshore, all without triggering a WARN filing or generating media coverage that a crowdsourced tracker would catch.

What is the Corporate Stress Index?

The Grind Hotline Corporate Stress Index tracks visible workplace pressure signals around companies, including restructuring, AI pressure, hiring freezes, no backfill, outsourcing, RTO mandates, and employee monitoring. It is not a layoff tracker and does not predict layoffs.

How is the Corporate Stress Index different from a layoff tracker?

A layoff tracker records confirmed or announced job cuts. The Corporate Stress Index tracks the pressure signals, like restructuring language and hiring freezes, that often appear before a layoff becomes official, giving workers an earlier read on the pattern.

Does the Corporate Stress Index predict layoffs?

No. It does not predict layoffs, company performance, or individual job outcomes. It organizes public pressure signals so workers and researchers can understand patterns more clearly, without guaranteeing any specific result.

Should I use a layoff tracker or the Corporate Stress Index?

Both, for different purposes. Use a layoff tracker to confirm whether a specific company has had a reported cut. Use the Corporate Stress Index to understand the broader pressure signals building around a company beyond the confirmed number.

What are workplace pressure signals?

Visible signs a company or team may be under strain, including hiring freezes, no backfill, restructuring language, outsourcing, RTO enforcement, monitoring, budget cuts, AI transformation talk, and sudden performance pressure.

Should I check a company's layoff history before accepting a job offer?

It is a reasonable step. A company can still be a strong opportunity even with a recent layoff, but understanding recent cuts, restructuring language, or no-backfill patterns before accepting an offer helps you walk in informed rather than blind.

What should I do if my company appears in a layoff tracker?

Confirm exactly what was disclosed, whether it is a legally confirmed WARN filing or a developing media report, check whether your specific site or role category was named, and use the moment to update your resume and reconnect with your network regardless of whether you were personally named.

What is the biggest lesson about layoff trackers?

Every tracker confirms what has already happened. None of them were built to catch quiet attrition, restructuring pressure, or the pattern building inside a company before an announcement. Use trackers for the record, and pressure signals for the earlier warning.

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Start with /corporate-stress-index.html to read public workplace pressure signals, then use /layoffs-2026.html for worker-first layoff coverage across banking, tech, and beyond. If job insecurity, a PIP, severance fear, or restructuring anxiety is already affecting you personally, Layoff Career Counselling at /layoff-career-counseling.html can help you slow the situation down, protect your career story, and plan your next move on your own terms.