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The ATS is a filing cabinet with a calculator.
It can tell you what happened in the system. It cannot tell you what happened in reality.
So teams end up reporting metrics that are easy to export and hard to defend.
Here’s the better way: stop tracking what flatters the process. Start tracking what changes outcomes.
20 metrics to stop looking at
- Total applicants → track qualified movement
- Impressions → track click-to-apply-start
- Follower count → track action from owned channels
- Cost per applicant → cost per accepted offer
- Source of hire (last click) → source of qualified conversation
- Time-to-fill (single number) → time-to-yes by stage
- Open req count → vacancy cost estimate by role family
- Emails sent → reply rate
- Social engagement → conversion to job views/apply starts
- Interview count → interviews per offer
- Pipeline size → pipeline conversion and speed
- Stage volumes → stage leakage
- Recruiter activity → qualified slates delivered
- Candidate NPS alone → drop-off rate + cause
- HM satisfaction alone → HM response time + decision quality
- Agency submissions → agency dependency rate
- Time-to-first-interview only → time-to-first-meaningful-commitment
- Diversity applications → stage equity pass rates
- Career site traffic → career site conversion
- Job board ROI by clicks → ROI by accepts
The 8 metrics that actually earn credibility
- Stage-to-stage conversion (by role family)
- Time-to-yes by stage
- Offer acceptance rate + 5 reason codes
- Qualified conversation rate by channel
- Hiring manager feedback latency
- Candidate drop-off rate + cause
- Vacancy cost estimate (directional is fine)
- 30/60/90 quality proxy (manager confidence or milestone hit rate)
This is the Talent P&L view: leaks, delay, and value created. It turns recruiting from “activity reporting” into “growth constraint management.”
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