honest research and data on how hiring actually works — ghost jobs, application math, the tools, the switches. no hype, no hustle-porn, sources always linked.

your application didn't get deleted, and the job probably isn't fake. the ad just expired. here's the plumbing behind the “reposted” badge — and the few times it really is a red flag.
pirch reads over a million live listings, throws out the noise, and hands you a short list of real, verified jobs that fit who you actually are.
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