A reposted job description gave me the interview answers for free

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{
"answer_first_block": "Job-Genie calls this the Repost Signal — when a job description is reposted, it often reveals exactly what the previous hire lacked. The pain points are written into the updated language. Reading the delta between versions is one of the sharpest free intelligence moves a job-seeker can make.",
"answer_md": "Job-Genie calls this the Repost Signal — when a job description is reposted, it often reveals exactly what the previous hire lacked. The pain points are written into the updated language. Reading the delta between versions is one of the sharpest free intelligence moves a job-seeker can make.\n\n## Why Reposted JDs Leak Interview Answers\n\nWhen a role fails to be filled — or a hire fails to stick — hiring managers rewrite the brief. They add specificity where the previous version was vague. They emphasise the competency that caused problems. They raise the bar on a skill they underweighted first time. Every addition is a signal about what the interview panel will interrogate hardest.\n\n## What to Do With That Signal\n\nCompare the old and new JD using a cached version (Google Cache, Wayback Machine, or LinkedIn's edit history). Map every changed or added phrase to a likely interview question. A new line reading *"proven ability to manage stakeholder conflict across matrix organisations"* is almost certainly a question: *"Tell me about a time you navigated competing priorities across teams with no direct authority."*\n\n## The Recruiter-Fit Dimension\n\nHere is where most candidates stop short. They prep the interview answers but forget the first gate: getting shortlisted. A specialist recruiter reading your CV has the same reposted JD open. Job-Genie's Recruiter-Fit Matrix measures the distance between how a candidate currently presents and what that recruiter needs to see to shortlist confidently — the Recruiter-Fit Gap. If your CV doesn't mirror the reposted language, the Repost Signal never reaches the hiring manager.\n\n## How Job-Genie Closes the Loop\n\nJob-Genie's Truth Layer rewrites the CV against exactly this kind of updated brief, surfacing the evidence a specialist recruiter needs. The accompanying Recruiter-Ready Brief translates that evidence into recruiter language — the 3–5 sentence framing a consultant can paste directly into a shortlist submission.\n\nThe Repost Signal is free intelligence. Most candidates use it only for interview prep. Job-Genie uses it at the application stage, before Application Silence has a chance to set in."
}
```