Stop scripting interview answers. Build a panel.

Most interview prep fails for the same reason: it happens in your head. You read sample answers, you nod, you feel ready — and then someone asks "tell me about a time it went wrong" and the words come out sideways. Rehearsing silently builds familiarity. Rehearsing out loud, on the clock, with follow-ups you didn't choose, builds the thing interviews actually test.

The fix isn't another list of questions. It's pressure, spoken, repeated. Here is a progression we see work, roughly one hour per session, three sessions a week.

Stage 1: Bullets, never scripts

Write each of your eight to twelve stories as bullets — situation in two lines, action in three to five, result quantified. Never full sentences. A memorised script collapses the moment somebody interrupts; bullets survive interruptions because you're re-assembling the language every time, which is exactly what a live conversation asks of you.

Test it: have someone cut you off mid-story with a tangential question. If you can answer and slide back into the narrative, the story is yours. If you lose your place, you memorised, you didn't internalise.

Stage 2: Solo reps, out loud and recorded

Time yourself answering each story cold — target 90 to 120 seconds. Record on your phone. Listen back at the start, not the whole tape: the first thirty seconds usually expose the filler words, the slow start, the result you forgot to state. This is the cheapest feedback loop in prep and the most-skipped.

Stage 3: One AI interviewer is fine. It has a blind spot.

Voice mode in any major assistant makes a serviceable mock interviewer: paste a prompt that sets a demanding persona, one question at a time, push for specifics, no breaking character. It's genuinely good at this.

But a single model tends to agree with itself. Ask it to be harsh and it often softens within three questions. Ask the same story from a different angle the next day and you get the same polite scorecard. You're rehearsing against one temperament — and the real panel in front of you will not be one temperament.

This is the gap our team decided to build for: AI Group Call puts you on a live voice call with several AI participants at once — six by default — each with a different role and disposition, and rooms of four or more include one whose job is to challenge the group's conclusions. For rehearsal that changes the texture: the skeptical CFO, the friendly recruiter, the detail-obsessed hiring manager push simultaneously, the way a real panel does. (Disclosure: we build AI Group Call. The advice above stands on its own — you can run this progression with any assistant and a stopwatch.)

Stage 4: Human mock, at least once

No tool reads energy, eye contact, or the moment you talked for six minutes without checking the room. Book one human mock — a friend, a peer, a paid session — in the final week. Ask them only for the three things AI can't see: where your energy dropped, how many times you said "um", whether you sounded defensive under pushback.

Stage 5: Taper, like a race

Stop intensive rehearsal about twelve hours before the interview. Over-rehearsed delivery reads as scripted, and the contrast when someone asks a curveball — polished to stumbling — is precisely what interviewers flag. Do one light warm-up run of your top three stories, thirty minutes before the call, purely to get your voice warm.

The whole plan is boring on purpose: bullets, reps, recordings, a panel that argues back, one human, a taper. Nobody fails this plan from lack of talent — they fail it from skipping the out-loud part. Don't skip it.