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No centralized source for tracking US layoff data

Severity: SevereOpportunity: 4/5Data ManagementGeneral

The Problem

Many users struggle to track layoff data across the US due to the fragmented nature of information. The WARN Act mandates that companies with over 100 employees file notices before mass layoffs, but these notices are scattered across various state websites, each with different formats and no unified API. This makes it difficult for individuals and organizations to access timely and accurate layoff information.

Market Context

This pain point aligns with the growing trend of workforce transparency and data accessibility. As layoffs become more common in the current economic climate, having a reliable source for tracking this data is critical for job seekers, researchers, and policymakers.

Sources (2)

Hacker News134 points
Show HN: WARN Firehose – Every US layoff notice in one searchable database

I was frustrated trying to track layoff data across the US.

by sendkamal

Hacker News134 points
Show HN: WARN Firehose – Every US layoff notice in one searchable database

The data is scattered across 50 state websites with different formats, broken links, and no API.

by sendkamal

Keywords

layoff trackingWARN Actdata accessibility

Similar Pain Points

Market Opportunity

Estimated SAM

$120M-$1.4B/yr

Growing
SegmentUsers$/moAnnual
Job Seekers in the US500K-2M$10-$30$60M-$720M
HR Professionals200K-800K$15-$40$36M-$384M
Research Analysts100K-500K$20-$50$24M-$300M

Based on estimates of job seekers, HR professionals, and research analysts needing layoff data, with conservative penetration rates and realistic pricing.

Comparable Products

Layoff TrackerJobless Claims TrackerWARN Firehose

What You Could Build

Layoff Tracker

Full-Time Build

A centralized platform for real-time layoff data tracking.

Why Now

With increasing layoffs, a reliable tracking tool is essential for job seekers and analysts.

How It's Different

Unlike existing fragmented solutions, this would provide a single source of truth for layoff data.

Next.jsSupabasePython

Layoff Alert Bot

Side Project

Automated alerts for new layoff notices based on user preferences.

Why Now

As layoffs surge, timely notifications can help users stay informed and proactive.

How It's Different

Current tools lack personalized alert systems; this would tailor notifications to user needs.

TwilioNode.jsPostgreSQL

Layoff Data API

Full-Time Build

An API service providing standardized access to layoff data.

Why Now

Developers and businesses need easy access to layoff data for integration into their applications.

How It's Different

Existing solutions do not offer a standardized API, making integration cumbersome.

Express.jsMongoDBAWS