Explainable AI interview coaching
The interview coach that shows its work.
Run an interview, then see the exact words behind every score. Disagree with one? Contest it and watch Criterion reconsider in the open.
reconfirmed at the end against the full transcript
How it works
Four steps. Nothing hidden at any of them.
See the rubric first
Pick a role and the exact criteria appear before a single question. Tune the weights if you want. That is the whole standard you are measured by.
Answer a real interview
Questions adapt to what you say, by voice, video, or chat. A live read scores you as you go, so there is no black box waiting at the end.
Trace every score
Each number links to the exact phrases that earned it, highlighted right in your transcript. No vague feedback, no generic advice.
The payoff
Every score traces to the words you said.
This is the real scorecard component. Open the evidence on a score and see exactly what earned it.
Why this score: You led with the user problem before any solution, and named a concrete tradeoff you accepted on purpose. You lost a point by not sizing the impact.
Think it is wrong? Say so. Criterion re evaluates against your transcript, out loud, and the number can move up, hold, or go to human review.
Why it is different
Same answer. Same 6.2. Only one tells you why.
Most coaches hand you a number and move on. Criterion hands you the same number, then shows the exact words behind it and lets you push back.
Why this score: you named the user problem before the fix, but never sized the impact.
Ready when you are
Run one interview and see your own words scored.
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