Two thousand applicants in a day is not a screening problem at any speed a person works at. Take the 30-second skim that Greenhouse's Ophir Samson says recruiters are already budgeting per application [6] and apply it to the 2,000 applicants in 24 hours he describes one role attracting [7]: that is roughly 17 hours of reading for the first day of one job [2]. Put two readers on it and you have two people doing eight and a half hours each. A faster filter does not change the size of the pile.
The multiplier is worth pinning down, because someone is advertising it. Andrew Stockwell's postings at Vendr went from a few dozen applications, up to 100 on a good day [1], to hundreds within 48 hours and sometimes past a thousand [2]. That is about a tenfold increase [3], and 10x is precisely what the auto-apply vendors sell: JobAssist, Sonara and Ladder's Apply4Me promise 10x as many applications with less effort than one manual application [11]. The cost those products drive toward zero is applicant effort. So friction priced in applicant effort is the exact variable they exist to absorb, and "make it harder" only bites if harder means something a script cannot do on the candidate's behalf.
Which makes the provenance of the friction pitch awkward. Samson runs voice AI at Greenhouse, which acquired his startup earlier this year, and that startup used AI to conduct job interviews [5]. The proposed cure for a funnel full of machine-written applications is being assembled by people shipping machine-conducted interviews. It may well work as a gate, since a live conversation is harder to autofill than a form. It is still automation answering automation, with the candidate on the far side of both.
Underneath sits a market that stopped resembling the one the funnel was built for. Openings peaked at a record 12.3 million in March 2022 and have run near 7 million since mid-2024 [10], about 43 percent below that peak [1]. Meanwhile LinkedIn puts applications up 22 percent since ChatGPT's release [c12b], which arrived in late 2022 [15]. Fewer doors, more knocking, and each knock cheaper than the last. Jane Curran of JLL, who remembers a market where people could hold three offers in an afternoon, calls the current one the polar opposite [14].
Stockwell's own description of the fake candidates and AI-padded resumes in his queue [3] is the tell. Nothing in the intake path was ever metered, because for years nobody needed it to be. Friction is not a strategy here. It is a meter being retrofitted to a pipe that was deliberately widened, by the same industry that widened it.
