Adaptive interview simulation

Train with the AI coach that sees the full interview.

PrepLoom combines role-aware questioning, live voice analysis, and on-camera presence feedback so every practice run feels more like the real room and less like a static quiz.

Start the simulation Explore the stack
Voice cadence scoring Technical reasoning checks Camera-based presence cues
3 analysis engines in every session
10Q mock flow with technical and behavioral prompts
Live voice, text, and posture feedback loop

Signal stack

Three systems. One interview coach.

PrepLoom is most useful when it acts like a sharp interviewer, a communication coach, and a presence monitor at the same time. The experience below is designed around that full loop.

01

Technical depth scoring

Answers are evaluated for reasoning, accuracy, and completeness so candidates can improve how they think through a problem, not just memorize keywords.

LLM evaluation flow
02

Communication analysis

Speaking rate, clarity, filler usage, and answer structure are surfaced in a way that helps candidates sound sharper and calmer under pressure.

NLP and speech rhythm
03

Presence and posture cues

The camera loop highlights posture and on-screen presence signals so confidence is trained as a visible behavior, not just an abstract feeling.

Camera signal tracking

Control room

Built to feel like a live AI system, not a static landing page.

The new experience leans into the product story: an intelligent practice room that observes multiple signals, merges them into one coaching loop, and turns that into specific next-step feedback.

Role-aware question orchestration

Each session starts with the role you are targeting, then mixes behavioral and technical prompts into a flow that resembles what hiring teams actually use.

Multi-modal feedback capture

Voice transcription, language analysis, and posture signals run together so you can improve what you say and how you deliver it in the same pass.

Actionable post-session reports

The goal is not flashy scoring for its own sake. It is clear feedback that tells you exactly what to tighten before the next interview.

Simulation pipeline ready
01 select role-aware prompt mix live
02 capture voice or typed response sync
03 analyze technical reasoning score
04 measure clarity, pacing, fillers parse
05 surface posture and presence cues watch
06 compile one coaching report report

Session flow

From cold start to final report in three moves.

The flow stays simple even though the system behind it is rich: pick a role, answer naturally, and review exactly where your next improvement should happen.

01

Choose your target role

Start from the role you care about so the question set reflects the technical depth and decision patterns expected in that interview lane.

02

Respond the way you would in the room

Speak or type. PrepLoom captures your answer, listens to your structure, and watches for confidence signals while the question flow continues.

03

Review your coaching output

Finish the session with a report that connects the dots across technical accuracy, communication quality, and presence so practice becomes measurable.

Launch practice room

Step into the simulation when you are ready.

Open the practice room, choose a role, and run the full PrepLoom loop directly in your browser.

Enter practice room See all features