Several seed teams in the study celebrated three-digit applicant counts and still failed to produce a four-person shortlist both founders trusted.
The failure mode was consistent: the ATS collected PDFs efficiently, stages moved, and nobody could explain why candidate A deserved a call over candidate B beyond “felt senior.”
Tools that ranked high on pre-interview signal forced a different behavior. Same JD, same week of applicants - but finals arrived with answers to prompts tied to the role. Volume stopped being the vanity metric.
If your inbound dashboard looks green and your calendar feels chaotic, you likely have a collection system, not a screening system.