InterviewLab — a Codersera tool

AI mock interviews with real-time voice feedback.

Upload your resume and the job description, talk to an AI interviewer out loud, and get a scored four-axis coaching report you can actually act on. Free — no credit card, no install.

  • Voice-first, browser-native
  • Resume + JD aware follow-ups
  • Scored rubric + share link
See how it works

Sign in with Google to start — sessions sync across devices.

What InterviewLab does

Three pieces, designed to fit together.

Voice-driven mock interview

You talk, the AI talks back. No typing, no chat window — interviews are oral conversations and InterviewLab treats them that way. Pick a voice (alloy, onyx, nova, echo, shimmer), choose a difficulty, and you are in.

Real-time follow-ups

The interviewer reads your resume and the JD before the session, then asks follow-up questions based on what you actually say. Skip a topic, hand-wave a concept, or contradict yourself — it will notice and probe.

Scored coaching report

After the session you get a 0–10 score across four axes, a hire/no-hire verdict, per-question coaching, an ideal-answer summary, and a study plan. Share the report via a public link with a coach or peer.

How it works

Five steps from upload to actionable feedback.

  1. 01

    Upload your resume + JD

    PDF or paste-as-text. The interviewer needs both to ask questions that match the role. You can save common docs to your library and reuse them across sessions.

  2. 02

    Click start, talk out loud

    The interviewer greets you and asks the first question. You answer with your voice. No teleprompter, no chat — this is closer to the real thing than any text-based prep tool.

  3. 03

    Get follow-ups based on what you said

    The model listens for hand-waves, contradictions, and missing trade-offs and pushes you on them. If your answer was solid, it moves on. If not, expect three follow-ups in a row.

  4. 04

    End the session, get a scored report

    When you click End, you get an overall score, a verdict, four-axis ratings (technical depth, system design, communication, role fit), per-question coaching, and a study plan.

  5. 05

    Iterate — retake or share

    Hit Retake to run the same session again and watch your score climb. Or flip the share toggle and send a public link to a coach, a peer, or your hiring buddy.

Who it is for

Three of the most common reasons people show up.

FAANG-bound engineers

Software engineers prepping for big-tech loops

Five-round loops with system design, DSA, and behavioral mixed in. Run one of each in InterviewLab the week before, take the report into a study session, and walk into the real loop knowing where you actually stand.

Career changers

Pivoting into a new role or domain

Going from data engineer to ML engineer? From IC to EM? The interviewer reads your new target JD, not your old job title, so the questions push you toward the role you are interviewing for, not the one you already had.

ESL & fluency practice

Non-native English speakers building interview confidence

Communication clarity is its own scored axis. Run sessions until your answers come out the way you want them to — under timer pressure, in a real conversation, with measurable feedback.

Question types covered

The interviewer is steered by the JD, but it knows the standard genres.

Technical depth

  • Data structures & algorithms
  • Language deep-dives (Go, Rust, TS, Python)
  • Debugging walk-throughs
  • Concurrency & memory model

System design

  • Design a URL shortener
  • Rate limiter for an API gateway
  • Newsfeed ranking pipeline
  • Hot-key handling at scale

Behavioral

  • Tell me about a time you disagreed with a senior engineer
  • A project that slipped — what did you do
  • Hardest tradeoff you made
  • How you gave hard feedback

Role-fit & negotiation

  • Why this team, why now
  • Most surprising thing about the JD
  • What would your first 90 days look like
  • Salary expectations and counters

What is in the coaching report

Not a vibe-check — a structured rubric you can study from.

Sample report
7.4 / 10
Hire
TechnicalSystem DesignCommunicationRole Fit

Live reports use the actual radar component on the report page.

  • Technical depth

    How well you reason about correctness, complexity, and trade-offs in your domain.

  • System design

    How well you scope a problem, propose a baseline, and discuss scaling, failure modes, and operational concerns.

  • Communication

    How clearly you explain your thought process, structure your answers, and recover when stuck.

  • Role fit

    How well your experience and motivation map to the specific JD you uploaded.

Plus, per-question coaching

For every answer you gave, the report shows what was good, what was missed, and a one-paragraph summary of the ideal answer. Your best and worst answers are flagged so you know what to repeat and what to fix.

Privacy & data

What InterviewLab stores, where it lives, and what you control.

What we store

  • Your resume and JD text (so you can reuse them across sessions).
  • The transcript of each session (so the report can cite what you said).
  • The generated feedback report.
  • Your Google account email for sign-in.

Your controls

  • Delete any session from the dashboard.
  • Delete any document from the document library.
  • Sessions are private by default — only you can see them.
  • The public share link can be toggled off any time, which immediately revokes access for the public URL.

Audio is transcribed in-flight and is not retained as a recording — only the text transcript persists. Data is stored on Codersera-managed infrastructure, not handed to advertising partners.

How it compares

Honest tradeoffs vs the options most people consider.

ToolVoiceFollow-upsRubricShareCost
InterviewLabYesYes — JD-awareFour axes + verdictPublic linkFree, unlimited
ChatGPT (as interviewer)LimitedGenericNoneCopy / pasteFree / $20 mo
PrampYes (peer)Depends on partnerPeer ratingManual~5 free credits / mo
Final Round AIYesYesScore + feedbackInternal only~$500 / year
interviewing.ioYes (human)YesDetailed (human)YesPaid / gated

Pricing snapshots reflect listed plans as of 2026 — paid tools change tiers frequently. See the full free-tier roundup for details.

The share link, used productively

A short workflow that turns a mock interview into a coaching session.

With a coach

Run a session, share the link before your weekly call, and walk in with concrete questions: “the rubric flagged my system-design answer; here is the transcript — what would you have said?”

With a peer

Two friends running the same JD can compare scores and answers. Real critique, not LinkedIn cheerleading.

With a hiring manager

Internal mobility candidates can share a session as a writing sample of how they reason about the target role.

FAQ

If your question is not here, contact us.

Is InterviewLab really free?+

Yes. The full mock interview, the scored coaching report, and the share link are free. Sign in with Google so we can save your sessions across devices — that is the only requirement.

Do I need to install anything?+

No. InterviewLab runs in your browser. The only permissions it asks for are microphone (always) and camera (optional, off by default).

Which interview types does it support?+

Technical (DSA, language deep-dives, debugging), system design, behavioral, role-fit, and mixed sessions tuned to a specific job description.

How long is a typical session?+

You set the target duration and question count when you start. Most users run 20–30 minute sessions with 5–8 questions; 60-minute deep dives are supported.

What does the scoring rubric measure?+

Four axes: technical depth, system design, communication clarity, and role fit. Each is scored 0–10 with written evidence and gaps. There is also an overall score and a verdict (strong-hire, hire, no-hire, strong-no-hire).

Can I share my session report with a coach or peer?+

Yes. From any completed session you can flip the share toggle to generate a public link (`/tools/interviewlab/r/<slug>`). Anyone with the link can view the report and transcript without signing in. Toggle it off any time to revoke.

How is this different from practising with ChatGPT?+

ChatGPT is text-first, has no notion of an interview clock, and will not push back on a weak answer. InterviewLab is voice-first, runs against a real resume + JD, asks follow-ups, manages time, and produces a structured rubric you can act on.

How is my data handled?+

Your resume, JD, transcripts, and feedback are stored on Codersera servers tied to your Google account so you can return to them. You can delete any session or document from the dashboard at any time. Sessions are private by default — only you can see them unless you explicitly enable the public share link.

Does it work for non-engineering roles?+

Yes. The interviewer reads the JD you upload, so product managers, designers, data scientists, and SDETs all get role-appropriate questions. Engineering interviews are the most battle-tested.

Is this useful for ESL speakers practising English fluency?+

Very. The interviewer speaks at a natural pace, the report calls out communication clarity as its own axis, and you can retake sessions until you sound the way you want.

Can I retake the same interview?+

Yes. Each session has a Retake button that reuses the same role, JD, and resume so you can compare scores across attempts.

What happens if my mic cuts out mid-answer?+

You can rejoin a live session from the dashboard — sessions stay open until you end them. If a turn was cut off, the next answer continues the conversation; the report is generated only when you end the session.

Keep reading

Background on the rubric, plus how the free-tier landscape stacks up.

Try a free mock interview now

Twenty minutes from now you could have a scored coaching report telling you exactly what to fix before your real interview.