7.1 million openings, a 3.3% hires rate, 1.9 million people waiting six months. Hiring's slowest queue is the first round.
Candidates use AI to mass-apply. Employers use AI to filter. Applications per job rose 111% while recruiter headcount fell 56%, and the first round broke under both.
America counts 7.3 million job openings and 7.0 million unemployed people. One opening per seeker should clear in weeks. It does not. Something between the two numbers is broken.
Most job applications in 2026 do not end with a rejection. They end with nothing. The silence feels like disrespect. It is actually arithmetic. This is what the first round looks like from the other side of the table.
Hiring's first round should produce evidence, not opinions. And you shouldn't pay for it until you hire the right person. Here is what we are building, and why.