[Jobicy Journal](https://jobicy.com/blog.md) # How Jobicy Detects and Fights Ghost Job Listings 6 in 10 vacancies submitted to Jobicy are rejected before publication. How human review, fraud screening, and monitoring catch ghost jobs. Share article ![How Jobicy Detects and Fights Ghost Job Listings](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/10/8e9ee8f87640-221.webp) In this article In our [previous article](https://jobicy.com/blog/154710-laws-against-ghost-jobs-whats-actually-changing.md), we looked at the laws starting to take on ghost jobs — from Ontario’s in-force regulation to New York’s S8877, which would put obligations directly on job platforms. But laws move slowly, and your job search is happening now. So here’s the other side of the story: what a job board can do about ghost jobs today, before any regulator knocks on the door. This is how we do it at Jobicy — the full process, from the moment an employer hits “submit” to the ongoing monitoring after a listing goes live. (Our [help center](https://jobicy.com/tools/help-center/employee/how-does-jobicy-verify-the-legitimacy-of-remote-job-listings.md) documents the official version of this process; what follows is the detailed walkthrough.) ## The number that says it all: 6 out of 10 Let’s start with the statistic that best captures our philosophy: on average, approximately [6 out of 10 vacancies submitted to Jobicy do not pass our initial verification process](https://jobicy.com/tools/help-center/employee/how-does-jobicy-verify-the-legitimacy-of-remote-job-listings.md) and are not approved for publication. Read that again. Most submissions never make it onto the site. That rejection rate isn’t an accident or a sign of a broken funnel — it’s the point. Our default position is skepticism: if our team doesn’t have enough information to confidently approve a listing, we reject it rather than expose job seekers to unnecessary risk. We’d rather turn away a legitimate employer with a thin submission than let a single convincing fake through to thousands of applicants. This is the fundamental difference between a curated board and an open one. Open platforms optimize for listing volume; every additional posting is inventory. We optimize for trust, which means every posting is a liability until proven otherwise. ## Layer 1: Every listing is reviewed by a human before it goes live No listing appears on Jobicy without passing [human review](https://jobicy.com/tools/help-center/employee/how-does-jobicy-verify-the-legitimacy-of-remote-job-listings.md) first. Before a vacancy is approved, our reviewers examine three things: the employer, the job itself, and the application process. They’re looking for signals of fraud, impersonation, misleading information, or other suspicious activity. Depending on the listing and the employer, that review may include: * Employer identity. Does the company appear to be a real, identifiable organization — not a name invented yesterday? * Official website. Does the employer have a legitimate online presence, and is the vacancy consistent with it? * Domain and website signals. Publicly available information about the employer’s domain, its history, and other trust indicators. A company domain registered last week for a “ten-year-old firm” is a problem. * Company email addresses. Are the employer’s contact details consistent with the organization they claim to represent? Recruiting for “Acme Corp” from a free email account raises questions. * Careers pages and applicant tracking systems. Can the vacancy — or similar hiring activity — be associated with the employer’s official recruiting infrastructure? * Job description quality. Do the responsibilities, requirements, location, and employment type describe a credible position, or is it vague filler? * Application destination. Are applicants being directed to an appropriate, credible application page? * Consistency check. Does the vacancy look consistent with the company, its industry, and its normal hiring activity? A 12-person startup suddenly hiring 40 enterprise sales directors deserves a second look. No single signal decides anything on its own. Our reviewers weigh the overall context and the available evidence — because legitimate employers sometimes have messy websites, and sophisticated scammers sometimes have polished ones. ## Layer 2: Screening for fraud signals Ghost jobs are one category of bad listing; outright scams are another, and the review process screens for both. This matters more than ever: [FTC data shows reports of job and employment scams have nearly tripled since 2020](https://www.consumeraffairs.com/news/employment-scams-are-surging-heres-how-to-recognize-the-most-common-schemes-062926.html), with consumer losses climbing from about $90 million to more than $500 million annually — and the Better Business Bureau reports employment scams more than doubled in 2025 alone. These are the red flags our reviewers are trained to spot (we’ve also published a [detailed guide to the 10 red flags of fake job ads](https://jobicy.com/blog/118191-10-red-flags-to-recognize-fake-job-ads-and-protect-your-future.md)): * Suspicious compensation claims. Unusually high pay, unrealistic earning promises, or “easy money” pitches that don’t match the work described. * Requests for payment. Application fees, hiring fees, deposits, mandatory equipment purchases — any attempt to charge candidates upfront. * Suspicious financial activity. Requests involving checks, gift cards, cryptocurrency transfers, money forwarding, or other unusual payment arrangements. * Requests for sensitive information. Attempts to collect banking credentials, government-issued IDs, or other personal data unusually early in the process. * Unusual communication methods. Recruiting that runs exclusively through anonymous messaging accounts or suspicious channels, with no evidence of a real employer behind them. * Employer impersonation. Someone pretending to recruit on behalf of an established company — [a scam format the FTC has repeatedly flagged](https://moneypantry.com/job-scams/), including fake recruiters texting about vague “remote positions” in 2026. * Duplicate or mass submissions. Patterns suggesting spam, automated abuse, lead generation, or fraudulent recruiting activity. Any one of these can sink a listing. Several together make the decision easy. ## Layer 3: Catching ghost jobs specifically Fraud screening catches scammers. But ghost jobs — listings for roles that simply don’t exist — need their own lens, because they often come from real companies with real websites. [Our publishing standards](https://jobicy.com/tools/help-center/employee/how-does-jobicy-verify-the-legitimacy-of-remote-job-listings.md) explicitly exclude vacancies in this category. Here’s what our review targets: * Nonexistent or misleading opportunities. If we can’t establish that the opportunity is genuine, the listing doesn’t go up. A posting has to describe a position someone could actually be hired into. * Vacancies designed to harvest data. Listings whose real purpose is collecting candidate information or generating leads, rather than filling a position. These are ghost jobs wearing a different costume. * Disguised schemes. Advertisements, affiliate offers, investment opportunities, or “business opportunities” presented as employment. * Misleading or inconsistent information. Differences between the employer, the recruiter, the company website, the job description, the salary, the location, or the application destination. Ghost listings often fall apart at the seams — the salary doesn’t match the role, the location doesn’t match the company, the application link goes somewhere unexpected. This is also where the consistency check from Layer 1 does its heaviest work. A genuine vacancy leaves traces: a matching role (or similar hiring activity) on the company’s careers page, a recruiting footprint consistent with the company’s size and industry, an application path that leads to the employer’s own systems. When those traces are missing, we ask why — and “we’re building a pipeline” without saying so isn’t an acceptable answer on Jobicy. ## The “Verified job posting” badge: what it means Listings that pass our review may carry a “Verified job posting” badge. [As our help center explains](https://jobicy.com/tools/help-center/employee/how-does-jobicy-verify-the-legitimacy-of-remote-job-listings.md), it means the vacancy was reviewed by Jobicy for authenticity, legitimacy, and compliance with our publishing standards before it went live. Let’s be honest about what the badge doesn’t mean, because honesty is the whole point of this article. Verification is not a guarantee of an employer’s future behavior, the outcome of your application, or absolute protection against fraud. Circumstances change: budgets get cut, accounts get compromised, and sophisticated scammers occasionally imitate legitimate organizations well enough to fool a review. The badge tells you a listing cleared a serious bar. It doesn’t tell you to stop thinking. That’s why verification is only one layer — and why the next two matter just as much. ## Layer 4: Monitoring doesn’t stop at publication Our responsibility doesn’t end when a job becomes visible. Listings can change after approval — an employer edits the description, the application link gets swapped, new information surfaces. So we keep watching, [as described in our verification policy](https://jobicy.com/tools/help-center/employee/how-does-jobicy-verify-the-legitimacy-of-remote-job-listings.md). A published listing can be pulled back into review when: * a job seeker reports a concern; * new information about the employer becomes available; * the application destination changes; * significant edits are made to the vacancy; * we detect unusual activity associated with an employer or listing; * other trust and safety signals warrant another look. If a published vacancy turns out to be fraudulent, misleading, or otherwise in violation of our standards, we remove it — and we can restrict the responsible employer or account from publishing again. Removal without consequences would just be whack-a-mole; the account-level action is what makes the deterrent real. This continuous monitoring is also what catches the slow-motion ghost job: the listing that was legitimate on day one but whose role was filled, frozen, or cancelled while the ad kept running. Stale listings are one of the main ways ghost jobs hide in plain sight, and they’re exactly what removal-deadline rules like New York’s S8877 are designed to kill. ## Layer 5: Job seekers are part of the system Here’s something most platforms won’t tell you: our reviewers can’t see what happens after you click “apply.” The recruiter who seemed legitimate during review might start asking for gift cards in a Telegram chat. The application page might redirect somewhere new. The job might morph. That’s why reports from job seekers are a critical layer of our protection — not an afterthought. A report can trigger a fresh review of the vacancy, the employer, the application destination, and everything around it. Reports help us catch suspicious behavior that only emerges after publication, which is precisely the behavior pre-publication review can’t see. If a listing looks wrong, useful details to include in a report are: the URL of the vacancy, the name or email the recruiter used, where you were directed, screenshots or descriptions of suspicious requests, any mention of payments or transfers, and differences between the Jobicy listing and what the recruiter later told you. The more specific the report, the faster the investigation. Our [guide to reporting fraud or suspicious activity](https://jobicy.com/tools/help-center/general-questions/how-to-report-fraud-or-suspicious-activity.md) walks through the process — including what our Trust & Safety team does within 24 hours of receiving your report. ## Built for the laws that are coming Remember the legal trend from our previous article: regulators are moving toward putting obligations on platforms, not just employers. [Ontario’s rules](https://www.ontario.ca/document/your-guide-employment-standards-act-0/requirements-related-publicly-advertised-job) already impose duties on operators of job posting platforms. New York’s [S8877](https://www.nysenate.gov/legislation/bills/2025/S8877) explicitly covers “third-party job posting entities” — a definition that catches job boards and aggregators, as [legal analysis of the bill](https://www.jdsupra.com/legalnews/new-york-state-senate-and-assembly-pass-4121872/) confirms. Our approach already does most of what those laws will require: pre-publication review, vacancy authenticity checks, removal of misleading listings, and a reporting channel for job seekers. When the legal baseline catches up to this standard, boards built on unverified volume will face an uncomfortable adjustment. Boards built on verification won’t have to change much at all. There’s a broader point here for the industry. The ghost-job problem was never just about dishonest employers — it was about distribution systems that rewarded volume over verification. The laws are starting to price that in. Platforms that treated trust as a feature, not a cost center, are about to look prescient. ## What you should still do yourself Our verification is designed to reduce your risk before a listing ever reaches you — but no marketplace can eliminate it entirely. Before you share sensitive information or accept an offer, do your own checks: * Check the company’s official website — products, leadership, history, contact info, careers section. * Compare the vacancy with the company’s careers page — confirm they’re hiring for the same or a similar role. * Review the application URL — it should be consistent with the employer you expect. * Check the recruiter’s identity — a legitimate recruiter has a credible connection to the company. * Research the company independently — recent news, professional profiles, employee discussions. * Use professional networks — LinkedIn can confirm that employees and recruiters are genuinely associated with the organization. And the simplest rule: never send money, banking credentials, or identity documents to someone who contacted you through a job listing — no matter how professional the website looks. For a deeper dive, see our guide to the [10 red flags of fake job ads](https://jobicy.com/blog/118191-10-red-flags-to-recognize-fake-job-ads-and-protect-your-future.md). ## Frequently asked questions Does the “Verified job posting” badge guarantee the job is real? No. It means the listing passed Jobicy’s review for authenticity and compliance before publication. It’s a strong signal, not a guarantee — employer circumstances can change, and sophisticated scammers sometimes imitate real companies. Always do your own research before sharing sensitive information. Why would Jobicy reject a listing from a legitimate company? Because our standard is confidence, not suspicion. If we can’t sufficiently verify the employer, the opportunity, or the application process — or if the submission is thin, inconsistent, or incomplete — we reject it rather than gamble with job seekers’ trust. About 6 in 10 submissions don’t make the cut. What happens if a listing turns out to be fake after it was published? We remove it and can restrict the employer or account from publishing further listings. Post-publication monitoring — including job seeker reports, application-destination changes, and unusual activity — exists precisely for cases that only become visible after going live. Do you review every employer, or only new ones? Every listing is reviewed before publication, regardless of the employer’s history. Trust is per-listing, not per-account: a previously legitimate employer can be compromised, change practices, or submit something that doesn’t meet our standards. How is this different from what the big job boards do? Most large boards operate on volume — listings go up instantly and get removed only if someone reports them. Our model inverts that: nothing goes up until it passes review, and ~60% of submissions never do. It’s slower and more expensive. We think it’s worth it. How do I report a suspicious listing on Jobicy? Don’t proceed with the application, stop communicating with the recruiter if needed, and [report the listing to Jobicy](https://jobicy.com/tools/help-center/general-questions/how-to-report-fraud-or-suspicious-activity.md) with as much detail as you can: the vacancy URL, the recruiter’s name or email, where you were directed, and screenshots of anything suspicious. [![Ines Martínez](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/06/avatar_57920_1780803913.jpg) About the author Ines MartínezDigital Nomad & Resume Strategist · Spain/Mexico ¡Hola! I am a digital nomad and resume nerd who’s helped over 500 professionals craft winning CVs. My background is in UX writing, but I fell in love with career coaching while traveling across Latin America. I write practical guides and templates that actually help people get hired.](https://jobicy.com/blog/author/ugi225.md) Share this article Keep exploring ## Continue reading [More from the Journal →](https://jobicy.com/blog.md) [![Remote Job Interview Tips: How to Stand Out Virtually](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2025/02/b1fd67e6-221.jpg) Career DevelopmentRemote Job Interview Tips: How to Stand Out Virtually Feb 22, 2025](https://jobicy.com/blog/115816-remote-job-interview-tips-how-to-stand-out-virtually.md) [![6 Tips for Tapping into Your Virtual Networks to Find a Job](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2021/03/dff6c5619973-221.webp) Career Development6 Tips for Tapping into Your Virtual Networks to Find a Job Mar 21, 2021](https://jobicy.com/blog/5833-6-tips-for-tapping-into-your-virtual-networks-to-find-a-job.md) [![What are the Best Ways to Answer “Why do You Want This Job?”](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2023/02/824737927c621bcdb327297379ad260a.jpg) Career DevelopmentWhat are the Best Ways to Answer “Why do You Want This Job?” Feb 11, 2023](https://jobicy.com/blog/71499-what-are-the-best-ways-to-answer-why-do-you-want-this-job.md) [![The Future of Remote Work: Where We’re Heading by 2030](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2025/09/dd4ec719-221.webp) Career DevelopmentThe Future of Remote Work: Where We’re Heading by 2030 Sep 3, 2025](https://jobicy.com/blog/130852-the-future-of-remote-work-where-were-heading-by-2030.md) [![How to Answer Questions When You Have No Experience](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/e1dd70085137-221.webp) Career DevelopmentHow to Answer Questions When You Have No Experience Jul 20, 2026](https://jobicy.com/blog/149487-how-to-answer-questions-when-you-have-no-experience.md) [![How to Build a Portfolio When You Have No Professional Experience](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/08/e6311ab19915-221.webp) Career DevelopmentHow to Build a Portfolio When You Have No Professional Experience Aug 3, 2026](https://jobicy.com/blog/150173-how-to-build-a-portfolio-when-you-have-no-professional-experience.md) [![How to Turn Online Courses Into Evidence Employers Trust](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/07/ccf466493e43-221.webp) Career DevelopmentHow to Turn Online Courses Into Evidence Employers Trust Jul 22, 2026](https://jobicy.com/blog/149675-how-to-turn-online-courses-into-evidence-employers-trust.md) [![Why AI Won’t Steal Your Job (But It Might Change It)](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2025/08/03db553a-221.webp) Career DevelopmentWhy AI Won’t Steal Your Job (But It Might Change It) Aug 23, 2025](https://jobicy.com/blog/129784-why-ai-wont-steal-your-job-but-it-might-change-it.md) [![Part-Time vs. Full-Time: Which Benefits Matter Most?](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2023/02/c7be9afe3248-221.webp) Career DevelopmentPart-Time vs. Full-Time: Which Benefits Matter Most? Feb 11, 2023](https://jobicy.com/blog/71496-part-time-vs-full-time-which-has-better-benefits.md) [![Learn How to Respond Well to a Job Rejection Email](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2023/01/c2670826eb894bc8e095560f5aa3452a.jpg) Career DevelopmentLearn How to Respond Well to a Job Rejection Email Feb 1, 2023](https://jobicy.com/blog/18891-learn-how-to-respond-well-to-a-job-rejection-email.md)× ![Image]()