High risk-signal density

Ghost listings are rarely budgeted roles, so there is no real number to publish. A growing list of pay-transparency laws (Colorado 2021, NYC 2022, California and Washington 2023) requires ranges for covered employers — a covered employer that still hides pay is either non-compliant or not really hiring.

Most genuinely open roles move to interviews within weeks. A listing that sits past 30 days is increasingly likely to be unbudgeted, already filled internally, or kept up to harvest resumes. Past 60-90 days the odds it is a live, fillable role drop sharply.

Reposting resets the visible posting date, which makes a stale listing look fresh. A role reposted monthly for half a year either has an impossible bar, a retention problem, or was never meant to be filled — all bad outcomes for an applicant's time.

When a manager actually needs someone, the description names the team, the stack, the problems. Ghost listings are written by nobody for nobody, so they fall back on filler: 'fast-paced environment', 'wear many hats', 'self-starter'. High cliche density with no specifics is the textual fingerprint of a posting no one expects to fill.

Real reqs are written for one approved seat with one title. 'Rockstar engineer', 'Various positions', or a title stacking three roles into one signals a resume-collection net cast as wide as possible, not a budgeted opening.

Phrases like 'always looking for great talent', 'join our talent pool', or 'future opportunities' are honest in a way applicants miss: they describe resume collection, not an open seat. Your application feeds a database, not an interview loop.

A funded role has an owner — someone whose quarter depends on filling it. Listings with no named manager, no 'reports to', and no human contact route into an applicant tracking system that may have no human on the other end.

Specifics are expensive to fake. Team size, the product you'd work on, the tools in use, years of the company's history — real managers include them without thinking. A listing with not a single concrete fact was most likely generated to exist, not to hire.

'Immediate start! Apply today!' paired with a description that names no team, no project, and no start date is a volume play. Real urgency comes with logistics: a date, an interview process, a reason. Manufactured urgency comes with nothing — it just wants your click.

Staffing agencies sometimes post for real clients — but 'confidential client' postings are also the classic shape of fishing listings: collect candidates first, find (or never find) a client second. You cannot verify a company that won't be named.