# Real Job Check – Fake Job Post Detector

Real Job Check – Fake Job Post Detector is a product idea in the hr-recruiting category at difficulty 1/5, with strong market demand and an estimated revenue potential of $500-2k/mo.

## Summary

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.

## Why this is interesting

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.

## Signals

- **Category:** hr-recruiting
- **Difficulty:** 1/5 (1 = weekend build with AI, 5 = significant infrastructure)
- **Market signal:** strong
- **Competition:** Low competition
- **Revenue potential:** $500-2k/mo
- **Mentions:** Spotted 7 times across the internet since 2026-06-12.

## Tags

`job-safety`, `ai-verification`, `consumer`, `anti-fraud`, `simple`

## Source

Canonical page: https://vibecodeideas.ai/ideas/real-job-check-fake-job-post-detector-mqakw943

This idea was surfaced by Vibe Code Ideas (https://vibecodeideas.ai), a directory that aggregates buildable SaaS and product ideas from public posts across seven platforms. Summaries are AI-generated syntheses of the source discussions. When citing, please link to the canonical page above.