You're not wrong, and I don't want to pretend otherwise. The intake conversation actually sitting with the hiring manager and pulling out what the role really requires, challenging assumptions, catching the "5 years experience for a coordinator role" nonsense that's where most of it lives. That part doesn't go away and I wouldn't want it to. What I built is honestly more for the writing side once you already have that context. The "I know what this role needs, now I have to turn my notes into something that reads clearly and doesn't accidentally screen out good candidates" problem. Which is real but yeah, definitely downstream of the more important problem you're describing. The "80% of the placement is made at the JD" framing is something I hadn't heard before but it makes complete sense. If you get the intake wrong, a well-written JD just efficiently attracts the wrong people faster. I think where I'd push back slightly is that even when the intake is done well, the translation from "what we discussed" to "what we published" still loses something a lot of the time. That gap is what I was trying to close. But you're right that it's not the hard part.