CQAR Guide
For Candidates
Everything you need to know before you start a CQAR assessment — what to expect, how long it takes, what's recorded, and how to do your best.
You were invited to a CQAR assessment
Your recruiter sent you a link because they want a fair, structured way to learn how you'd perform in the role.
- CQAR is the assessment platform — your recruiter still makes the hiring decision.
- The link is unique to you. Don't share it.
- You can do the assessment on any device with a working microphone and a quiet space.
What you'll see when you start
The apply page shows the role details, what to expect, and the short form to verify your identity.
- Read the role description first — the assessment is tailored to it.
- Enter your full name and email and click Send OTP.
- The one-time passcode lands in your inbox within a minute. Enter it to continue.
- You'll be asked to consent to the AI-driven evaluation before any questions start.
The screening — voice answers, scored fairly
If your role uses CQ screening, you'll answer a fixed set of voice questions designed to filter at scale.
- Each question shows on screen. Click to record, speak your answer, and click again to stop.
- You can re-record if you flub a word — the system uses your final submission.
- Every candidate gets the same questions in the same order. The rubric is identical for everyone.
- Typical screening takes 5–10 minutes.
The interview — a conversation that listens
If your role uses an AR interview, the AI follows up on your answers — like a real interviewer.
You said:
"I'd start by checking the database indexes."
AI follow-up:
"Got it. When wouldn't indexing be your first move?"
- The interview is timed (typically 15–20 minutes; the screen shows the limit).
- Be specific. Concrete examples score better than abstract statements.
- If you don't know something, say so and explain how you'd find out.
- If your audio cuts out, the system will let you re-record the current answer.
What's recorded — and what isn't
Be clear-eyed about what we capture so you can show up at your best.
- Recorded: your voice answers and the live transcript.
- Camera (only if the role requires it): proctoring checks for identity and unusual activity.
- Not recorded: what's on your screen, what you have open in other tabs, anything outside the assessment window.
- Audio deletion: audio is deleted as soon as the session ends — you'll get a confirmation email when it's been removed. Transcripts and scores stay for the recruiter's review for the role's configured retention window (14 days by default).
- No PII in AI prompts: identifying details are stripped before any model evaluates your response.
Tips for a strong assessment
Small choices add up to a noticeably better score.
- Quiet room, good mic. Built-in laptop mics work; a headset with a boom is better.
- Speak naturally. Pace and clarity are measured. Slow down for technical terms.
- Answer the whole question. "Completeness" is a measured signal — don't trail off.
- Be specific. "I shipped X with Y team in Z weeks" beats "I have lots of experience".
- If a follow-up surprises you, take a breath. A pause beats a filler word.
- Test your mic in the pre-interview check before you start the real session.
Your rights
Compliance with assessment laws is built in. Here's what that means in practice.
- NYC Local Law 144: you must accept an informed-participation screen before any AI-driven evaluation starts. We log that acceptance with a timestamp.
- You can withdraw consent at the consent screen — the assessment will not begin. Talk to the recruiter about alternative steps.
- You can request your transcript from the recruiting team.
- Audio retention: audio is deleted immediately after the session. Other assessment data (transcript, scores) is retained per the role's configured window — 14 days by default, customisable by the recruiter.
That's it — go do well
If anything breaks during the session, contact the recruiter who sent the link. Good luck.
If you have questions about how CQAR works, see the How CQAR Works guide or the in-app FAQ. Technical issues: [email protected].