VARNIUMAI risk defense / everyday bearings

SCAM / JOB RED FLAGS

Is That Job Post Real? Read the Red Flags Before You Apply.

Fake job posts now arrive written by AI, tuned to sound exactly like a real recruiter. The tells are not in the spelling anymore — they are in what the job asks you to do before you ever meet anyone.

Start here

The free tool below runs entirely in this browser — no account, nothing stored or transmitted. Redact anything you would not want kept before you type it.

Open the companion tool →

Why polish is no longer the tell

A fake job post used to reveal itself through typos and stiff English. AI generation has removed that tell: the prose is now fluent and recruiter-like by default. What still separates a real posting from a scam is behavior, not grammar.

Legitimate employers do not ask you to buy your own equipment through a specific vendor, receive and forward payments, or provide bank or identity details before an interview. Those requests are the reading that matters.

The protocol

  1. Paste the posting or recruiter message without adding your Social Security number, bank details, or a copy of your ID.
  2. Read the marker basis. One marker is not a verdict; several markers that touch your money or identity are a reason to stop.
  3. Reply with the generated request for a real interview on an official channel — never pay, receive, or forward anything first.
  4. If you already sent money or identity details, contact your bank and report at ReportFraud.ftc.gov; freeze your credit at IdentityTheft.gov if needed.

What the tool does

Paste a job posting or recruiter message and get a red-flag reading with each marker's basis, plus a reply that asks for a real interview on a real channel. It runs in this browser; nothing is sent or stored.

Limit first: This is a job-search aid, not a fraud investigation service. It can miss a pattern and it can flag an ordinary posting. A clean reading never proves a job is real.

Open the companion tool →

One human next step

Report the posting to the job platform, and file a report with the FTC at ReportFraud.ftc.gov; the FTC's Job Scams page lists the exact patterns.

Research log and safety checks

AI-assist path: not used for a verdict. This artifact is an inspectable behavior check; a remote model would add an opaque classification where the reader needs to see which request is the problem. §6.10: not a frontier-pace topic.

§0.5 protection result: category is scam-fraud-defense; crisis-adjacent: no; fear/urgency/scarcity toolkit used: no. The protective function is free and the paid feature is convenience only.

Related dispatches

Pairs with the same protection bar: a free complete reading, an optional convenience unlock, and no fear-framing.