AI-generated job applications are flooding recruiters; applicants hate the dumb gimmick filters used to stop it

Pain point

Hiring teams can't distinguish real humans from AI-written applications, so they insert absurd trick questions — which sours good candidates and doesn't actually verify anything.

Signal

Strong. ~18.6K upvotes on the post; the *top explanatory* comment (329) explicitly names AI submissions as "the primary reason" for these questions. Two-sided pain (applicant frustration + recruiter need) in one thread. Single-thread though, so no cross-thread repetition.

Opportunity

A lightweight "proof-of-human" application step — short async video/voice prompt or timed, randomized live-response task scored for authenticity, embedded via ATS plugin (Greenhouse/Lever/Workable). Sell per-seat to SMB recruiters. Feasibility: medium (integrations + anti-spoofing are the hard parts); an MVP as a standalone screening link is quick.

Evidence

• Suddenly I don't even want the job anymore