Beta — Now Available

Stop applying
to fake jobs.

A free Chrome extension that scans every job listing automatically and tells you exactly what's wrong before you waste another hour.

Get Early Access See how it works ↓
500+
Scam patterns
20+
Scam categories
8
Job platforms
0₹
Forever free

"I'm not here to stop you from applying.
I'm here to make sure you're never blindsided."

The Barrier — Built on 8 months of firsthand research

How it works

Scans while you scroll.
No setup. No friction.

Open a job listing. The Barrier does the rest — silently, instantly, automatically.

01
🔍
Install & Forget
Add the extension once. It runs silently in the background on every job platform you visit. No clicks required.
02
⚡
Instant Analysis
The moment you open a job listing, The Barrier scans it against 500+ red flag patterns and scores it 0–100.
03
🛡️
Know Before You Apply
A risk score appears with a full AI explanation of exactly what triggered it. You decide what to do with that information.
What it detects

Every scam pattern.
Every platform.

Built from 8 months of firsthand research and documented exploitation.

Ghost Jobs
Posted with zero intent to hire. Collecting resumes to appear like a growing company.
Free Work Extraction
Fake "skills assessments" that are actually real business deliverables. Your work gets used. You get ghosted.
AI Interview Farms
One-way video interviews harvesting your facial expressions and voice patterns for AI training data.
Data Harvesting Operations
Fake job postings designed to collect your personal information, not hire you.
MLM / Pyramid Schemes
Multi-level marketing structures disguised as legitimate marketing or sales roles.
Psychological Manipulation
Urgency tactics, unrealistic promises, and emotional pressure designed to bypass your judgment.
Salary Opacity
Deliberate vagueness around compensation to waste your time in late-stage interviews.
Fake Legitimacy Signals
Companies using real brand aesthetics, fabricated team sizes, and fake office addresses.
Live example

This is what it looks like
when it catches something.

Real analysis. Real flags. Not a black box — The Barrier shows its work.

Job listing being scanned
Digital Marketing Manager
GrowthX Solutions • Remote • "Competitive Salary"
No salary range mentioned anywhere in listing
Requires 60-90 min unpaid "strategy assessment"
Company LinkedIn: 2 employees, posting for 6 months
"Urgent hire" — posted 47 days ago with 340 applicants
Assessment requires building real campaign architecture
The Barrier
v1.2
78
HIGH RISK
This listing presents significant transparency and process concerns including salary opacity, unpaid work extraction, and prolonged posting duration inconsistent with stated urgency. The assessment requirement demands substantive strategic output without compensation, indicating potential free work extraction. The disparity between stated urgency and extended posting duration suggests this listing may serve data collection purposes.
Top flags detected
Unpaid assessment required
FREE WORK
No salary disclosed
OPACITY
Ghost job indicators
GHOST JOB
False urgency signals
MANIPULATION
Works on all major job platforms
LinkedIn
Indeed
Glassdoor
Naukri
Greenhouse
Lever
Ashby
Workable
The origin

Built from
the inside.

The Barrier wasn't built in a vacuum. It was built after completing a full Amazon PPC campaign architecture for a company's "skills assessment" — 60+ keywords, complete campaign build — and never hearing back.

Eight months of documenting every scam pattern encountered. Ghost jobs. AI interview farms. Data harvesting dressed as hiring. The research went viral on Reddit with 100k+ views. Then it became a product.

"You don't have to know for certain it's a scam. The Barrier gives you the information. What you do with it is entirely up to you."
8
Months of firsthand research
500+
Documented scam patterns
100k+
Reddit views on original research
20+
Scam categories identified
Early access

Join the beta.
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