LayoffAlert vs Prediction Pulse

Side-by-side comparison to help you choose the right AI tool.

Get early warnings if your US employer files layoff notices so you can prepare.

Last updated: February 28, 2026

Prediction Pulse logo

Prediction Pulse

Prediction Pulse uses AI to assess market probabilities and trends, helping you uncover hidden opportunities in live events.

Last updated: March 18, 2026

Visual Comparison

LayoffAlert

LayoffAlert screenshot

Prediction Pulse

Prediction Pulse screenshot

Feature Comparison

LayoffAlert

Comprehensive WARN Act Database

Access the nation's largest aggregated database of official layoff notices, updated daily with new filings. Our platform consolidates data from 49 states, presenting over 41,921 notices and details on 561+ million affected employees in a clean, mobile-optimized interface. Search effortlessly through thousands of records to find the exact information you need without navigating multiple government websites.

Real-Time Company & Region Alerts

Set up personalized, free email alerts to monitor specific companies or entire states. Receive one concise notification directly to your inbox whenever a new WARN notice is filed that matches your criteria. This proactive feature ensures you are among the first to know about potential layoffs, giving you a crucial 60-day head start to plan your next move.

Interactive Geographic & Trend Analysis

Visualize layoff data with intuitive, mobile-friendly maps and charts. The "Layoffs by State" view uses a color-coded map to instantly show geographic concentrations of job losses. Dive deeper with monthly trend graphs that stack data by state, allowing you to identify patterns, seasonal fluctuations, and regional economic shifts at a glance.

Powerful search and filter tools let you investigate layoffs by company name, location, industry, or date. Browse ranked lists of companies with the most upcoming and recent layoffs, or explore all filings for any state. Each notice provides key details like the number of affected employees, effective date, and location, all sourced directly from official government documents.

Prediction Pulse

AI-Powered Pulse Score

The AI-Powered Pulse Score evaluates every market, providing users with a unique probability rating. This feature highlights discrepancies where the crowd may be wrong, giving traders an edge in their decision-making process.

Comprehensive Market Aggregation

Prediction Pulse aggregates data from various prediction market platforms, including Polymarket and Manifold. This feature allows users to access a wide range of markets in one place, simplifying research and comparative analysis.

Live Market Updates

With live odds updated every 15 minutes, users can stay informed about the latest changes in market probabilities. This ensures that traders have access to the most current data, enhancing their ability to act swiftly on emerging opportunities.

Event Intelligence and News Coverage

Users can explore detailed event pages and receive AI-generated news focusing on significant movements in prediction markets. This feature helps users understand the context and implications of market changes, making it easier to follow trends and shifts in sentiment.

Use Cases

LayoffAlert

Proactive Career Planning for Employees

Employees can use LayoffAlert to monitor their current employer for any filed WARN notices. Getting an early alert provides vital weeks to update resumes, network, and begin a discreet job search before a layoff is publicly announced, turning a reactive situation into a planned transition.

Market & Competitor Research for Professionals

Business analysts, investors, recruiters, and consultants can track layoff trends by industry and region. This data serves as a leading indicator of company health, sector volatility, and regional economic stability, informing investment decisions, talent acquisition strategies, and market analysis reports.

Sourcing and Outreach for Service Providers

Attorneys specializing in employment law, financial advisors, outplacement services, and career coaches can use the database to identify companies and regions experiencing significant layoffs. This enables timely, targeted outreach to offer relevant support services to affected individuals and communities.

Data-Driven Reporting for Journalists

Reporters and researchers can leverage LayoffAlert to uncover stories on economic trends, investigate specific company restructures, or provide localized reporting on plant closures. The aggregated data and state-by-state breakdowns offer a factual foundation for in-depth economic journalism.

Prediction Pulse

Informed Trading Decisions

Traders can leverage Prediction Pulse to identify potential mispriced markets and capitalize on edge opportunities. By utilizing the AI-Powered Pulse Score, they can make more strategic bets based on data-driven insights.

Academic Research

Researchers studying prediction markets can use Prediction Pulse to access a wealth of aggregated data. The platform's analytics empower them to conduct thorough analyses of market behavior and trends over time.

Event Forecasting

Businesses and organizations can utilize Prediction Pulse for event forecasting. By examining aggregated probabilities, they can gain insights into public sentiment and potential outcomes of upcoming events, aiding in strategic planning.

Casual Exploration

Curious observers can engage with Prediction Pulse to explore various prediction markets and learn about how collective intelligence shapes forecasts. Its user-friendly interface makes it accessible for anyone interested in understanding market dynamics.

Overview

About LayoffAlert

LayoffAlert is your essential, mobile-first tool for tracking mass layoffs and plant closures across the United States. It aggregates and organizes official WARN Act notices filed by companies with state governments, providing the earliest possible public warning. The Worker Adjustment and Retraining Notification (WARN) Act requires US companies with 100+ employees to file notices 60+ days before conducting mass layoffs, giving workers, communities, and professionals critical lead time. LayoffAlert transforms this scattered, hard-to-access government data into a single, powerful, and searchable database. With over 41,921 notices tracked across 49 states, covering more than 561 million affected employees, it offers an unprecedented real-time view of the employment landscape. Whether you're an employee monitoring your own company's stability, a job seeker assessing industry risk, a journalist researching economic trends, or a professional providing support services, LayoffAlert delivers actionable intelligence directly to your device. The platform is updated daily with the latest filings, ensuring you have the most current information at your fingertips to make informed decisions and prepare for what's ahead.

About Prediction Pulse

Prediction Pulse is an innovative AI-powered intelligence platform designed for prediction markets. It aggregates data from leading platforms like Polymarket and Manifold, organizing them into coherent real-world events. Utilizing its proprietary Pulse Score probability engine, Prediction Pulse analyzes thousands of ongoing markets to estimate likely outcomes, spotlight mispriced bets, and elucidate the rationale behind potential event resolutions. This platform is tailored for traders, researchers, and anyone curious about market signals regarding future events. By combining market aggregation, event intelligence, and advanced AI analysis, Prediction Pulse empowers users to make informed decisions based on insightful data interpretations and real-time updates.

Frequently Asked Questions

LayoffAlert FAQ

What is the WARN Act?

The Worker Adjustment and Retraining Notification (WARN) Act is a US labor law that requires employers with 100 or more employees to provide at least 60 calendar days of advance notice for planned plant closings and mass layoffs affecting 50 or more employees at a single site. LayoffAlert aggregates these official notices.

How current is the data on LayoffAlert?

Our database is updated daily. We continuously monitor and collect new WARN Act filings from state government websites as they are published, ensuring you have access to the most recent layoff notices and information available to the public.

Is LayoffAlert free to use?

Yes, the core features of LayoffAlert, including searching the database, browsing layoffs by state, and setting up email alerts for company or region tracking, are completely free. There is no charge, and alert emails are sent without spam, typically one per new filing.

Where does the data come from?

All data is sourced directly from official state government websites and labor departments. We aggregate the publicly available WARN Act notices filed by companies, ensuring the information is accurate, reliable, and traceable back to the original government source.

Prediction Pulse FAQ

What is Prediction Pulse?

Prediction Pulse is an AI-powered platform that aggregates prediction markets from various sources, analyzes them using advanced algorithms, and provides insights into likely outcomes and market discrepancies.

How does the Pulse Score work?

The Pulse Score is a proprietary probability rating that evaluates each market's likelihood of a specific outcome. It helps users identify potential mispricing where the market consensus may be incorrect.

Can I access data from multiple platforms?

Yes, Prediction Pulse aggregates data from platforms like Polymarket and Manifold, allowing users to view a wide range of prediction markets in one convenient location.

How often is the market data updated?

Market odds and data on Prediction Pulse are updated every 15 minutes, ensuring that users have access to the latest information and can act quickly on new developments.

Alternatives

LayoffAlert Alternatives

LayoffAlert is a specialized HR and recruiting tool that provides early warnings about mass layoffs by tracking official WARN Act notices across the United States. It helps employees and job seekers get advance notice to prepare for potential job changes. Users often look for alternatives to find a better fit for their specific needs. This could be due to budget constraints, a need for different features like broader industry news or job search integration, or a preference for a different platform, such as a mobile app over a web-based service. When evaluating other options, consider the core data source and its reliability, the speed and relevance of alerts, and any additional support features offered. The goal is to find a tool that delivers timely, accurate information in a format that works seamlessly for you.

Prediction Pulse Alternatives

Prediction Pulse is an AI-driven intelligence platform designed for prediction markets, enabling users to analyze market probabilities, trends, and outcomes. By aggregating data from various platforms, it offers insights into real-world events and their potential resolutions, helping traders and researchers interpret what the markets suggest about future developments. Users often seek alternatives to Prediction Pulse due to factors such as pricing, specific features, or the need for compatibility with different platforms. When choosing an alternative, it’s important to evaluate the intended use cases, the comprehensiveness of market coverage, the accuracy of predictions, and any unique features that could enhance the user experience, ensuring that the selected platform meets both personal and professional requirements.

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