Feature · Interview Practice

Practice the actual interview — not a generic one.

Resumly generates 10 interview questions from the exact job post, the match report, and your tailored resume. Answer by typing or by voice. Each response gets a 0–100 score, narrative feedback, and the ideal answer — side by side with yours.

  • 10 questions per session, blended across technical, behavioral, and situational — chosen from the JD.
  • Type or speak. Voice answers transcribe via Groq Whisper before they're scored.
  • Score + ideal answer on every response — so you know what “great” sounds like, not just your grade.

5 credits to generate · 5 credits per answer scored · audio clips transcribe for 2 credits

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The session · 10 questions, zero boilerplate

Every question is built for the exact job.

Resumly generates a session of 10 questions from three sources Resumly already has for you: the parsed job description, the match analytics report, and your tailored resume. Technical, behavioral, and situational — weighted against what the posting actually asks for.

4
Technical
Stack, systems, and role-specific depth
4
Behavioral
STAR-shaped stories, leadership & judgement
2
Situational
What-would-you-do for this team
Your 10 questions · Senior Backend Engineer · Acme RoboticsGenerated in 4s
Q01Technical

Design a retry mechanism for a flaky downstream service — walk me through back-off strategy and idempotency.

Q02Technical

How would you debug a Python service whose p99 latency jumped 3x after a deploy?

Q03Behavioral

Describe a time you pushed back on a technical decision your team was converging on. What happened?

Q04Behavioral

Walk me through a time you scaled a core Python service past a single-node Postgres — what trade-offs did you make and how did you measure success?

Q05Situational

Your on-call pager goes off during a zero-downtime migration. What's your first five minutes?

Q06Technical

Your team uses AWS. How would you architect multi-region read replicas for your scheduling stack?

Q07Behavioral

Tell me about a time you onboarded a junior engineer to a legacy codebase.

Q08Situational

A PM asks you to ship a feature by Friday that requires cutting a planned reliability win. How do you respond?

Q09Technical

Walk me through how you'd test a distributed transaction system before shipping.

Q10Behavioral

Describe the engineering win you're proudest of in the last 12 months.

Personalized to your resume.Questions reference your actual stack, companies, and quantified wins.
Grounded in the JD.The parsed job description drives which skills and scenarios show up.
Response guidance included.Each question comes with structural hints — minimum 100 words, framework cues.
Generated in one shot.All 10 come at once, so you can pace yourself across the session.
The answer flow · Type or talk

Answer the way you actually interview.

Some questions you'll want to write out carefully. Others you'll answer out loud to hear how it sounds. Resumly supports both — and scores the transcript from voice answers the same way it scores typed ones.

Type it out

Full editor with a word counter. Use it for behavioral questions where you want to craft a tight 3-paragraph STAR response.

Speak it out loud

Tap the mic, answer in your own voice, stop. Resumly transcribes through Groq Whisper and scores the transcript exactly like a typed answer.

Inside the session

What you get during every question

Need a hint?

Each question ships with structural guidance — e.g. "frame as situation → action → trade-off → measurable outcome, 100+ words." Toggle it on when you're stuck; keep it off for a tougher session.

Prev / Next

Move through all 10 questions in any order. Answers save as you go. You only get a score for questions you actually submit — no unfair penalty for skipping.

Transcription

Voice answers transcribe through Groq Whisper (whisper-large-v3-turbo) in about 2 seconds. The transcript is always visible and editable before you submit.

Progress

A 10-dot progress bar shows which questions are done, which are active, which are untouched — so you always know where you are in the session.

Feedback · What great sounds like

Not just a grade. An actual ideal answer.

Every submitted answer gets a 0–100 score, narrative feedback, and the ideal answer shown directly next to yours. That way you learn the shape of a great response — not just whether yours was OK.

Your score
84/100
What was greatClear situation, specific latency numbers, real business outcome. STAR structure land.
What to sharpenSay what trade-off you explicitly accepted. Interviewers score this heavily on senior roles.
What to addClose with one thing you'd do differently — signals reflection without sounding rehearsed.

At Northwind, our inventory reads were maxing a single Postgres node during Black Friday. I split the write path onto a partitioned cluster and moved analytics to a read replica. We did it behind a feature flag, shadow-compared for two weeks, then cut over. Post-cutover, p99 dropped from 740ms to 240ms and revenue during peak hours went up ~6%.

Connected · From applied to interviewed

Not a standalone practice app. A full interview workflow.

Interview Practice is wired into the same job record as your tailored resume and application tracker. When a recruiter reply comes in and Resumly flags it as an interview invitation, the Interview tab is already there — with the exact role's questions pre-generated.

01
Application tracker

You apply to a role. It lands in your tracker with the exact tailored resume.

02
Interview invitation

Resumly's inbox AI classifies the recruiter reply as an interview invite and advances the stage.

03
Start practicing

Open the Interview tab on the same job. 10 custom questions, built for the exact role.

04
Nail the interview

Walk into the real conversation having already answered every question once.

Same resume used everywhere

Questions reference your actual experience — not a generic senior-engineer persona.

Because Resumly already has your tailored resume for this exact job, the generated questions probe your specific stack (your Python services, your Postgres migration, your AWS stack) — not a template pulled from the internet.

Per-job, not per-session

10 questions sit on the job record. Return any time.

The 10 questions (and your progress through them) save to the job. Come back a week later to finish the session, re-score a specific answer, or re-read the ideal answer before the real interview.

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Pricing · Simple & Transparent

Pricing that scales with your job search

Start free. Upgrade when you want more applications, faster automation, and better AI models working for you every day.

Free

See Autopilot in action

Experience automated job search — no card required.

$0forever
No credit card required
Outcome ExpectedIllustrative ranges—not a guarantee of results. Based on typical usage patterns when you stay within your plan limits with consistent daily activity for at least 90 days. Actual interviews depend on your profile, role, employer demand, market conditions, geography, seasonality, and other factors outside Resumly's control.
>2interviews (typical)
  • Auto-Apply 50 jobsNo payment or credit card required. Test out and be 100% satisfied before upgrading to the paid tier.
  • Up to 6 applications / day
  • 1 job search query
  • 10 jobs per query
  • 3 resumes per batch
  • Listings refresh every 8 hours
  • Auto-apply (limited)
  • Autopilot Applications (limited)
  • Job matching
  • Tailored resumes
  • Tailored cover letters
  • Interview practice
  • Company research

Starter

Job search on autopilot

Runs every day — completely automatically.

$15/month
$30/moSave 50%
Outcome ExpectedIllustrative ranges—not a guarantee of results. Based on typical usage patterns when you stay within your plan limits with consistent daily activity for at least 90 days. Actual interviews depend on your profile, role, employer demand, market conditions, geography, seasonality, and other factors outside Resumly's control.
>5interviews (typical)
  • Auto-Apply 360 jobs/month
  • Up to 12 applications / day
  • 5 job search queries
  • 500 jobs per query
  • 10 resumes per batch
  • Listings refresh every 4 hours
  • Everything in Free
  • Connect custom domain
  • AI Insights
  • Email Outreach

Max

Max exposure. Max results.

Be everywhere recruiters are hiring.

$50/month
$100/moSave 50%
Outcome ExpectedIllustrative ranges—not a guarantee of results. Based on typical usage patterns when you stay within your plan limits with consistent daily activity for at least 90 days. Actual interviews depend on your profile, role, employer demand, market conditions, geography, seasonality, and other factors outside Resumly's control.
>20interviews (typical)
  • Auto-Apply 1,800 jobs/month
  • Up to 60 applications / day
  • 20 job search queries
  • 2000 jobs per query
  • 50 resumes per batch
  • Listings refresh hourly
  • Everything in Accelerator
  • Highest priority automation queue
  • Early access to new features
  • Zoom support

Resumly runs your job search automatically — finding jobs, creating applications, and applying every day. More applications → more opportunities → more interviews.Results vary based on profile, role, and market conditions.

How We Compare

How Resumly compares

We compared Resumly with leading job automation and resume tools based on publicly available pricing, product capabilities, and typical usage patterns. The goal: help you understand not just how many applications you can send — but how likely they are to turn into interviews.

FeatureBest valueResumly$15/moLoopCV~$20/moLazyApply$99/yrJobCopilot$40/moAIApply$30 + $74/moRezi$29/moJobscan$49/moTeal$29/mo
Free subscription without any paywall(free forever · no credit card)NoNoNoNoNoNoNo
Cloud auto apply(runs offline)YesNoYesYesNoNoNo
Extension auto apply(autofill in your browser)NoYesYesYesNoNoYes
Email apply(sends to recruiters directly)YesNoNoNoNoNoNo
AI tailored resumes per jobNoNoLimitedYesYesYesYes
Custom answers per applicationNoNoLimitedLimitedNoNoNo
ATS compatibility(Workday, GH, Lever)LimitedWeakPartialPartialNoNoNo
Applications per month100 – 300450 – 45,000600 – 1500100N/AN/AN/A
Cost per 100 applications$10 – $20Client-side$2.70 – $6.67$104N/AN/AN/A
Cost per 10 interviews(2–3% response)~$50 – $100+Client-side~$8.90 – $33.30~$347 – $520N/AN/AN/A
Autopilot job search agentNoNoNoLimitedNoNoNo
Lead gen + referral discoveryNoNoNoLimitedNoNoNo
Full automated application tracking(scans email · zero manual entry)NoNoNoNoNoNoNo
Portfolio website builderNoNoNoNoNoNoNo
Custom domain for websiteNoNoNoNoNoNoNo
Resume template builder(design pixel-perfect HTML in seconds)NoNoNoNoNoNoNo
Full control over AI tailoring(freeze skills · allow/disallow phrases · lock achievements)NoNoNoNoNoNoNo
Built-in AI memory(learns every edit · sharpens with every run)NoNoNoNoNoNoNo
Multi-language supportNoNoNoNoNoNoNo
Chrome extension(in-browser helper)YesYesYesYesLimitedYesYes
Full workflow(apply → prep → interview)NoNoNoPartialNoNoNo

Methodology & assumptions

  • This comparison is based on publicly available pricing pages, product documentation, and stated feature capabilities as of April 2026.
  • Cost per 100 applications is calculated using published pricing and usage limits where available. We show it per 100 (and interviews per 10) because per-unit numbers are fractions of a penny and too small to compare at a glance.
  • Cost per 10 interviews estimates are based on typical 2–3% response rates from tailored job applications. Actual results may vary depending on role, experience, and market conditions.
  • Client-side tools (e.g. Chrome-extension-only auto-apply) use your own machine / browser to submit jobs, so their unit economics aren't directly comparable to cloud services — we mark those cells as Client-side.
  • Platforms without transparent limits or pricing are marked accordingly.

This comparison is provided for informational purposes and reflects our interpretation of publicly available data.

Your next interview

Walk into the room already knowing what “great” sounds like.

10 questions, text or voice answers, a 0–100 score, narrative feedback, and the ideal answer alongside yours. Every session ties back to the exact job you're preparing for.

10 questionsper session, generated in ~4s
Text or voiceWhisper transcription in ~2s
0–100 score+ narrative + ideal answer
Tied to the jobSame record as your resume

Frequently Asked Questions

Find answers to common questions about how Resumly works and how it can help you succeed

Resumly generates 10 questions per session in a single pass from three inputs already on your job application: the parsed job description, the match analytics report, and your tailored resume. The mix covers technical, behavioral, and situational — weighted against what the posting actually asks for. Generation costs 5 credits and takes about 4 seconds.

Both. Type your answer in the editor (full word counter and free-form text) or tap the mic to record. Voice answers transcribe through Groq Whisper (whisper-large-v3-turbo) in about two seconds; the transcript is always visible and editable before you submit for scoring. Transcription costs 2 credits per clip.

Every submitted answer gets a 0–100 score, narrative feedback identifying what was strong and what to sharpen, and the ideal answer shown side-by-side with yours. Scoring costs 5 credits per answer. You see feedback per question — not a single end-of-session grade.

The generated questions often lend themselves to STAR (Situation, Task, Action, Result) and the response-guidance hint for each question usually specifies a framework shape. The feedback model rewards structured answers but doesn't force any single framework — it scores clarity, specificity, and measurable outcomes.

No. Questions are built fresh for each job application, so the exact role, stack, company, and your resume all shape what you see. Two users applying to the same posting will get different sessions because their resumes differ.

Yes. The 10 questions, your answers, scores, and feedback all save to the job record. Come back a week later to finish questions you skipped, re-read ideal answers, or re-answer a specific question before the real interview.

Audio clips are processed for transcription and then discarded — only the transcript is persisted on your account. You can delete any answer or the whole session at any time.

Yes. Interview Practice lives on the same job record as your tailored resume, match report, and cover letter. When Resumly's inbox AI classifies a recruiter reply as an interview invitation and advances the tracker stage, the Interview tab is already waiting with questions for that exact role.