The Market
Same on paper
AI made applications easy to produce and nearly impossible to tell apart. Employers are turning back to in-person interviews to find the person behind the page.
Hassan Abbas · June 22, 2026 · 2 min read
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A funnel under strain
A single role can draw 150 applications on its first day online. SHRM chief executive Johnny C. Taylor Jr. cited that figure in May 2026, describing a hiring funnel under strain. The volume is only half the problem. The other half is that the applications increasingly read the same.
Both sides reached for AI
AI job applications are simple to produce now, so job seekers lean on AI to stand out while employers lean on AI to filter. Greenhouse chief executive Daniel Chait called it a doom loop: recruiters are receiving roughly 400 percent more applications than a few years ago, and in his words, everybody's applications are starting to look more and more alike. When the writing converges, the document stops being evidence of anything.
Sameness breeds suspicion
Employers have noticed, and they are changing how they verify people. A Greenhouse report found 39 percent of hiring managers now conduct more in-person interviews to confirm that candidates are who their applications claim to be. Gartner put the shift higher, with more than 72 percent of recruiting leaders returning to in-person interviews to counter fraud. Google, Cisco, and McKinsey have each reinstated in-person rounds for certain roles over the past year.
The trust runs out both ways
The mistrust is mutual. 59 percent of hiring managers suspect candidates of using AI to misrepresent themselves, and 63 percent of job seekers have already sat through an AI interviewer, according to Greenhouse's 2026 candidate research. Two systems now talk past each other while a real person waits to hear back.
What cannot be automated
The scarce thing in this market is not another polished page. It is an honest account of what someone can actually do. CoBlack matches on capability rather than keywords, shapes each application around the specific opening, and sources only from real employer listings. The aim is not to add to the noise. It is to make the signal legible again.
When everyone sounds the same on paper, the work is to sound like yourself.
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