Posting Integrity Standard

Mission Alignment

Verification is already emerging piecemeal: LinkedIn reports more than half its listings now carry a "verified" tag, and Greenhouse offers client-facing verification badges built from actual posting-and-fill data rather than self-report. Greenhouse's own platform-derived study — the most methodologically defensible ghost-jobs estimate available — puts ghost postings at 18–22% of listings, real but far more contained than the 90%-plus figures that circulate from small self-report surveys. This solution's job is to take that credible, platform-specific verification work and make it portable across platforms, so "verified" means the same thing everywhere a candidate encounters it.

Problem Statement

A candidate has no reliable way to tell a real opening from a compliance posting, a pay-transparency-driven listing with no real intent to hire externally, or a role where an internal candidate has already been selected — and today's verification badges are locked to whichever single platform built them, so trust doesn't transfer when a candidate searches across multiple job boards, which nearly everyone does.

Prior Research Findings

• Greenhouse's 2025 platform-derived study — built from actual posting and fill data, not a self-report survey — puts ghost postings at 18–22% of all listings, the most methodologically defensible estimate available ([as cited in 2026 secondary coverage]).
• The common 'openings minus hires equals ghost jobs' argument is a stock/flow category error, not a real finding — the gap between JOLTS openings (a stock) and hires (a flow) exists in every release ever published and proves nothing about ghost postings on its own. This standard is built on Greenhouse's actual fill-data methodology specifically to avoid repeating that error.
• LinkedIn reports more than half its active listings now carry a platform-specific 'verified' tag — proof candidates already respond to verification, and that the missing piece is portability across platforms, not appetite for the feature itself.

Scope Boundary

In Scope

• A standardized listing-lifecycle spec: mandatory expiry, auto-delist, and fill-status fields any job board can implement
• A cross-platform verification badge recognized across participating job boards, not locked to one platform's proprietary system
• An employer-facing compliance dashboard showing an employer's own posting-to-fill ratios

Out of Scope

• Job description content or wording standards — this addresses listing lifecycle and status, not writing quality
• Legal enforcement or penalties for non-compliant postings, which is a policy question outside this solution's scope

Product Components

Listing Lifecycle Spec

• Open specification for expiry, auto-delist, and fill-status fields, built directly on Greenhouse's actual-fill-data verification approach rather than self-report
• Reference implementation for at least one widely-used job board or ATS

Cross-Platform Badge

• A single 'verified active' badge definition recognized across every participating platform, extending what LinkedIn and Greenhouse already do independently into something portable

Employer Compliance Dashboard

• Shows an employer's own posting-to-fill ratio over time, making ghost-posting patterns visible to the employer's own hiring leadership, not just to external candidates

Phased Milestones

1. Draft spec published for public comment
2. Pilot with 1–2 mid-size job boards implementing the lifecycle spec
3. Cross-platform badge recognition agreement between at least two independent platforms
4. Employer compliance dashboard live for pilot employers

Open Research Questions

• Will job boards adopt a standard that could reduce their own posting volume and subscription revenue, given the intermediary layer's own financials are already deteriorating industry-wide?
• Should verification be platform-self-attested, as it mostly is today, or independently audited — and how much does that change given how widely ghost-job estimates already vary by methodology?

Success Metrics

• A measurable decline in postings that never move to filled/closed status among pilot-adopting employers
• Candidate-reported trust increase for badge-verified listings, tracked via pilot survey