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.

it answers like it just walked the boards. it didn't — and that goes for ChatGPT, Claude, Gemini, Grok, whichever is hot this month. here's what's actually behind the list, and the one thing no chat window does before handing you a link.
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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