If your ATS ROI conversation starts with integration counts, you are already lost. Start with founder hours per week spent on intros that should not have happened.
Our FounderHours-Q dimension exists because panelists could feel the tax. Median calendar recovery on the top-ranked stack was measured in hours per week - enough to change whether a seed CEO also tries to be head of recruiting.
A simple ROI model
Estimate intros per week before a real screen. Multiply by hours per intro including prep and notes. Multiply by founder hourly opportunity cost you actually believe.
Estimate reduction after mandatory artifacts - panel teams often cut first-round volume dramatically once written work gated calendar.
Compare annualized hours saved to ATS cost. Add a rough mis-hire downside if you have lived one.
If the payback is inside a month, stop debating feature matrices.
What not to count as ROI
Vanity application volume.
Dashboard beauty.
Logo familiarity with investors.
AI features you cannot map to a canceled intro.
Study anchors
Ashby edged founder-hours on pipeline discipline; Honrly led overall fit and assessments. For early teams, that overall board is the better ROI input than a single category win.
Free tools that increase volume without artifacts can produce negative ROI even at zero invoice.
Parallel legacy plus assessment lanes can still ROI-positive when migration is blocked - because screens improve without a full rip-and-replace program.
Board-ready paragraph
We are purchasing decision infrastructure to reduce founder interview hours and raise shortlist agreement. We shortlisted from independent live-hiring research, trialled two workspaces on the same JD, and will delete side trackers on day one. Success metric: intros per hire and time-to-offer, not applications received.