Real Job Check – Fake Job Post Detector
Paste a job posting and get an AI-powered verdict on whether it's real or a scam, with cited reasoning. Job seekers are vulnerable to convincing fake postings; this tool uses transparent analysis to protect them.
Ghost jobs and outright scams have surged alongside layoffs and remote hiring, with multiple mainstream outlets covering the phenomenon in 2023–2024, so job seekers are actively searching for help right now. No clear incumbent owns this specific niche, though LinkedIn and Indeed have internal fraud detection that users never see or control. The revenue band is honest — this is a consumer-facing free tool that monetizes at the margins, likely through a freemium cap or job seeker subscriptions, and hitting $2k/month means converting a small but consistent slice of a high-volume, low-willingness-to-pay audience. The core risk is that LLMs confidently misclassify postings in both directions, and a false "real" verdict on a scam job destroys trust faster than any marketing can rebuild it.
Idea Signals
Indexed against 4124 ideas in the database
Activity
Spotted 7 time across the internet since Jun 12, 2026.