LayoffAlert vs Prediction Pulse

Comprehensive WARN Act Database

Our database is the most extensive collection of its kind, aggregating official filings from 49 states. With over 41,921 notices and counting, we provide a complete, nationwide view of mass layoff activity. All data is sourced directly from state government websites and updated daily, ensuring you have access to the most current and reliable information available on upcoming and recent workforce reductions.

Real-Time Company & Region Tracking

You must have proactive alerts, not reactive news. LayoffAlert allows you to set up free, instant email notifications for specific companies or entire states. The moment a new WARN notice is filed that matches your criteria, you receive an alert. This provides a crucial 60-day head start to prepare, far before public announcements are made, giving you an indispensable advantage in a volatile job market.

Advanced Search & Filter Tools

Navigate the complex landscape of layoffs with precision. Our powerful search functionality lets you filter the database by company name, location, industry, date range, and number of employees affected. Whether you're researching a potential employer, analyzing trends in your sector, or investigating activity in your city, you can quickly find the exact data you need to make informed decisions.

Interactive Geographic & Trend Analysis

Understand the big picture with our visual data tools. The platform features an interactive map showing layoff intensity by state over the last 24 months, along with detailed charts breaking down employees affected per month. This allows for at-a-glance analysis of regional economic health and emerging trends, which is vital for strategic planning, whether for your career or your business.

AI Pulse Score Engine

The indispensable core of Prediction Pulse is its proprietary AI probability engine. It assigns a Pulse Score to every single market, providing an independent, AI-calculated likelihood for each possible outcome. This score is absolutely critical as it highlights where the AI's assessment diverges from current market pricing, instantly surfacing potential "edge" opportunities or high-confidence calls that traders must be aware of to make informed decisions.

Cross-Platform Market Aggregation

Prediction Pulse eliminates the necessity of manually checking multiple sites by aggregating live odds from all major prediction market platforms, including Polymarket and Manifold, into one unified dashboard. This feature is vital for obtaining a comprehensive view of market sentiment and liquidity, allowing users to compare probabilities and trading volume across different platforms instantly, ensuring they never miss a key market movement.

Event-Centric Intelligence & News

Beyond individual markets, the platform groups related contracts into canonical event pages, providing a holistic view of real-world scenarios. Furthermore, its AI-generated news feed is essential for staying updated on major prediction market movements and analysis. This contextualizes raw probability data into understandable narratives, explaining why markets are moving and what they imply about future events.

Edge Opportunity & High Confidence Highlights

Prediction Pulse proactively scans all markets to highlight two crucial categories: "Top Edge Markets" where the AI strongly disagrees with the crowd, and "High Confidence Calls" where the AI model has strong conviction. This curation is a mandatory feature for efficient analysis, directing users immediately to the most actionable insights and potentially mispriced markets, saving invaluable time and effort.

Proactive Career Management for Employees

Employees can and should monitor their current employer for early warning signs of instability. By tracking your company on LayoffAlert, you gain a critical 60-day advance notice if a WARN notice is filed. This essential head start allows you to update your resume, begin networking, and explore new opportunities before the layoff is publicly announced, securing your financial future.

Strategic Sourcing for Job Seekers

Job seekers must avoid the costly mistake of joining a company on the verge of layoffs. Before accepting an offer or even interviewing, research the company on LayoffAlert. Checking for recent or upcoming WARN notices is a non-negotiable step in your job search process, ensuring you invest your time and accept positions only with organizations demonstrating stable employment practices.

Market & Competitor Intelligence for Professionals

Business analysts, investors, recruiters, and consultants require real-time data on corporate and industry health. LayoffAlert provides indispensable intelligence on which companies and sectors are contracting or restructuring. Tracking competitor layoffs or analyzing regional economic shifts enables data-driven strategy, investment decisions, and service offerings for clients.

Academic & Economic Research

Researchers, journalists, and policymakers need accurate, aggregated data on labor market trends. LayoffAlert serves as a primary source for studying the impact of economic cycles, policy changes, and industry disruptions on employment. Our comprehensive, state-by-state database supports rigorous analysis and reporting on the workforce landscape.

Informed Trading and Arbitrage

For prediction market traders, this platform is a non-negotiable tool for identifying profitable opportunities. By using the AI Pulse Score to spot markets where the crowd odds may be wrong, traders can execute informed bets on perceived mispricings. The cross-platform comparison feature is also essential for arbitrage, allowing traders to capitalize on price discrepancies for the same event across different exchanges.

Research and Sentiment Analysis

Researchers, analysts, and journalists must use Prediction Pulse to gauge real-time, money-weighted sentiment on political, economic, and cultural events. The aggregated data and event pages provide a clean, analyzable dataset of what informed crowds believe will happen, offering a powerful alternative to traditional polls and a crucial data layer for forecasting and reporting.

Risk Assessment and Scenario Planning

Business strategists and policy makers require tools to model future uncertainties. Prediction Pulse offers a vital, dynamic view into the probability of various high-impact events (e.g., geopolitical conflicts, regulatory changes, market crashes). Monitoring these probabilities is key for proactive risk assessment, contingency planning, and stress-testing strategies against a range of possible futures.

Market Discovery and Learning

For newcomers and curious observers, navigating thousands of prediction markets is overwhelming. Prediction Pulse's categorized events, top movers lists, and explanatory AI news are necessary for efficient discovery and education. Users can quickly understand what markets are active, what the major debates are, and learn how prediction markets function by seeing AI analysis alongside real-world betting.

LayoffAlert is the essential, real-time database for tracking mass layoffs and plant closures across the United States. It aggregates and organizes official WARN Act notices that companies with 100+ employees are legally required to file 60 days before conducting large-scale layoffs. This service transforms scattered, hard-to-find government data into a single, searchable, and actionable resource. With over 41,921 notices tracked across 49 states, covering more than 561 million affected employees, LayoffAlert provides the earliest possible warning of workforce reductions. It is a critical tool for employees who need to monitor their own employer's stability, job seekers who want to avoid applying to companies about to downsize, investors analyzing corporate health, and professionals tracking macroeconomic and industry trends. In an uncertain economic climate, advance knowledge is your most valuable asset for financial and career planning. LayoffAlert delivers that knowledge directly from the source, updated daily, so you are never caught by surprise.

Prediction Pulse is an essential AI-powered intelligence platform designed to decode the collective wisdom and speculative noise within prediction markets. It serves as a critical hub for anyone who needs to understand what these markets are signaling about future events. The platform aggregates live odds from leading prediction market platforms like Polymarket and Manifold, tracking tens of thousands of markets in real-time. Its core innovation is the proprietary AI Pulse Score, which analyzes each market to estimate the most probable outcome, identify potential mispricings, and provide reasoning for its forecasts. By grouping related markets into canonical real-world events and offering AI-generated news coverage, Prediction Pulse transforms fragmented betting data into actionable, coherent intelligence. This platform is a necessary tool for traders seeking an edge, researchers analyzing crowd sentiment, journalists tracking event probabilities, and curious observers who want to cut through the noise and understand the data-driven narrative of the future.

What is the WARN Act?

The Worker Adjustment and Retraining Notification (WARN) Act is a U.S. labor law that requires employers with 100 or more employees to provide at least 60 calendar days of advance written notice of a plant closing or mass layoff affecting 50 or more employees at a single site. LayoffAlert aggregates these official notices directly from state government websites where they are filed.

How current is the data on LayoffAlert?

Our database is updated daily. We continuously monitor the official websites of state labor departments across 49 states for new WARN Act filings. This ensures you receive the most up-to-date information available, often long before the layoffs are reported in the news media.

Is tracking my company really free?

Yes. Setting up email alerts for a specific company is completely free. You will receive one email notification each time a new WARN notice is filed for that employer. This service is designed to be accessible to every employee who needs this critical early warning, with no spam or hidden costs.

Why are some states missing or have fewer notices?

LayoffAlert tracks data from 49 states. One state may not have a publicly accessible online database for WARN notices. The number of notices per state varies based on state population, industrial composition, and economic conditions. Our interactive map and state pages clearly show which states are actively tracked and the volume of their filings.

What is the AI Pulse Score?

The AI Pulse Score is Prediction Pulse's proprietary probability estimate for a given market outcome, generated by its AI engine. It represents the platform's independent assessment of how likely an event is to occur, separate from the current market price. The difference between the Pulse Score and the market price highlights potential mispricings and trading opportunities that users must evaluate.

Which prediction market platforms does Prediction Pulse aggregate?

Currently, Prediction Pulse is an essential aggregator for two of the largest platforms: Polymarket and Manifold. It pulls in live odds, trading volume, and other key data from these sources, unifying them into a single interface. This aggregation is critical for getting a complete picture of the prediction market ecosystem.

How often is the market data and AI analysis updated?

The data on Prediction Pulse is updated every 15 minutes. This frequent refresh cycle is necessary to ensure that traders and researchers have access to near-real-time information, allowing them to act on the latest market movements and AI insights before opportunities disappear.

What does "Edge Opportunity" mean?

An "Edge Opportunity" is a market where the AI Pulse Score significantly disagrees with the current market probability. This indicates a potential mispricing that the crowd may have gotten wrong. These highlighted markets are vital for users looking to find bets where they might have a statistical advantage based on the AI's analysis.

LayoffAlert is a specialized HR and workforce intelligence tool that provides early warnings of mass layoffs by tracking official government WARN Act filings. It serves professionals who need to monitor job security, industry stability, or regional employment trends with the most reliable, legally-mandated data available. Users may seek alternatives for various reasons, including budget constraints, a need for different feature sets like broader international data or integrated career services, or a preference for a different platform such as a mobile app. The specific use case, whether for personal job security or corporate competitive analysis, greatly influences the ideal choice. When evaluating other options, prioritize the source and timeliness of the data. Look for services that aggregate official notices directly from government agencies to ensure accuracy. Also, consider the scope of coverage, alert customization, and whether the tool offers supplementary resources like financial planning or legal referrals, which are crucial for taking proactive steps.

Prediction Pulse is an AI-powered intelligence platform in the business and finance category, specifically designed for prediction markets. It aggregates data, analyzes probabilities, and provides AI-generated insights to help users understand market signals about future events. Users often seek alternatives for various reasons. These can include different pricing models, a need for specific analytical features not offered, or a preference for a platform that focuses on a different subset of markets or data sources. The specific requirements of a trader, researcher, or casual observer can greatly influence their ideal tool. When evaluating an alternative, key considerations should include the breadth and quality of market data aggregation, the sophistication of probability analysis and scoring engines, the clarity of insights and explanations provided, and the overall user experience for tracking and comparing events. The platform must align with your primary goal, whether it's finding mispriced bets, conducting research, or simply staying informed.