The Barrier

Professional job-risk analysis system. Detects scam jobs, ghost jobs, and exploitative hiring practices.

Stop wasting time on fake jobs. The Barrier scans job listings as you browse and flags scams, ghost jobs, and exploitative postings — before you spend hours applying to something that was never real. How it works Open any job listing on a supported platform. The Barrier automatically analyzes the posting and shows you a risk score (0-100), a plain-language explanation of what's suspicious, and specific red flags — right in your browser, in seconds. What it catches Salary opacity and hidden compensation traps Ghost jobs (postings that sit open for months with no real hiring intent) Vague or suspiciously thin job descriptions MLM and pyramid scheme patterns disguised as real roles Unrealistic workload expectations dressed up as opportunity And more: 20+ documented scam categories in all, built from 500+ real patterns Works where you're already job hunting The Barrier runs automatically the moment you open a listing on a supported job platform — no extra clicks needed. Free account required Sign in once at thebarrier.co with Google or email. The free plan includes 10 analyses a day. Community-powered See a bad listing we missed? Report it. Once enough people flag the same posting, it's automatically marked as confirmed and shown to everyone. Privacy first The Barrier only reads job listing content on supported job sites — nothing else. It doesn't track your browsing, read your email, or access anything unrelated to job postings. We don't sell your data.