Carfax for Recruiting — Why Candidates Deserve Hiring Transparency
Before you buy a used car, you pull a Carfax report. You want to know the vehicle's history — accidents, ownership transfers, mileage discrepancies. The car might look fine on the surface. The report tells you what actually happened.
This system exists because buyers and sellers have asymmetric information. The seller knows the car's history. The buyer does not — unless there is a neutral third party that collects and surfaces that data.
The hiring market has the same information asymmetry problem. And it has never had a Carfax.
The Information Asymmetry in Hiring
When you apply for a job, you are expected to be fully transparent. Your resume, cover letter, work samples, references, and employment history are all disclosed — often in significant detail. Background checks, skills assessments, and reference calls give companies access to a comprehensive picture of who you are professionally.
In return, you get a job description, a review platform rating, and maybe a LinkedIn company page. You know almost nothing about how this company actually operates during the hiring process — whether they communicate clearly, whether they respect candidates' time, whether they close the loop when they pass on someone.
Companies know everything about you. You know almost nothing about them.
This asymmetry is not just unfair — it has real economic consequences. Candidates invest significant time in processes that have poor track records of communication. They make financial and professional decisions — declining other offers, delaying transitions — based on information they did not have access to.
What GotGhosted Is Building
GotGhosted is the candidate-side data layer that the hiring market has been missing.
Every anonymous submission to GotGhosted adds to a company's record. What stage was reached. Whether communication was maintained. How the process ultimately ended. Aggregated across hundreds of submissions per company, these data points produce a GhostRate™ — a statistically sound measure of how that company treats candidates.
The analogy to Carfax is precise. We are not making editorial judgments about companies. We are collecting and surfacing the record — the history of what actually happened — so that future candidates can make informed decisions before they invest their time.
How the Data Compounds Over Time
The value of this kind of database is not linear — it is exponential. A company with five submissions has early signal. A company with 200 submissions has a statistically reliable measure of its actual behavior over time. A company with 2,000 submissions has a definitive record.
As the platform grows, GhostRate™ becomes more accurate, more credible, and more useful. Companies that have improved their communication practices benefit from that in their score. Companies that have gotten worse see that reflected. The record is current, not static.
This is also why every submission matters. A single data point adds a tile to the mosaic. Enough tiles, and the picture becomes clear.
The Vision at Scale
Imagine a world where checking a company's GhostRate™ is a standard part of every serious job search. Where candidates — from entry-level to executive — know before they apply whether they can expect a response, and at what stage they are most likely to be cut without communication. Where companies that communicate well attract better candidates because candidates can verify it, and companies that ghost face measurable consequences in their talent acquisition costs and inbound quality.
That is the world GotGhosted is building toward. Not through naming and shaming, but through the same mechanism that made Carfax valuable: persistent, aggregated, trustworthy data that restores information balance to a relationship that has been systematically skewed against one side.
The hiring market does not have to operate the way it currently does. The first step toward changing it is measuring it.
Been ghosted? Submit your experience anonymously.
Every submission builds the record. It takes five minutes and helps every candidate who applies after you.
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