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Talk naturally. Get interrupted, pushed back — just like the real thing.
Research-Driven
Every question sourced from real interviews and latest hiring trends.
15–20 min
Per round. Same pace, same pressure.
Real Pushback
Vague answer? Expect follow-ups. No free passes.
Instant Report
Strengths, gaps, and stronger answers — in your inbox when you finish.
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Each interview is modelled on the real hiring loop at the company or institution you’re targeting. Pick the room you’re walking into.

Mock Interview Catalog

Browse interviews by field.

Medicine, teaching, product, consulting, civil services, sales, and more. Pick the field you are interviewing for.

Product Management
Case rounds, product sense, prioritisation, root cause for PM aspirants.
Engineering
System design, low-level design, behavioural rounds for SDE 1 to staff.
Civil Services
UPSC personality test, IAS, IPS, IFS interview practice with ethics probes.
Medicine
Clinical cases, residency interviews, patient communication for doctors and NEET-PG.
Consulting
Market sizing, profitability cases, candidate-led estimation, MBB interview prep.
Sales
Discovery, demo, objection handling, cold-call practice for SDR to AE.
Education & Teaching
Lesson observation, behaviour management, KS1 to KS5 teaching interview practice.
Data Science
Case studies, A/B test reasoning, ML system design, technical depth probes.
Marketing
Brand launch, growth strategy, GTM cases for brand and growth marketers.
Customer Success
Renewal, churn-risk, onboarding, escalation roleplay for CSMs.
Finance & Banking
Investment banking, equity research, valuation cases, behavioural superdays.
English Tests
IELTS speaking, OET, TOEFL practice for visa and academic admissions.
Legal
Litigation, M&A due diligence, training contract interviews for law firms.
Program & Engineering Management
TPM, Program Manager, Engineering Manager rounds — scoping, cross-functional execution, behavioural depth.
Founders
YC-style interviews, investor pitches, customer discovery practice for early-stage founders.
HR & People Ops
HRBP, Talent, Recruiter, People Ops interview practice — behavioural depth and stakeholder partnership.
General Practice
Behavioural, roleplay, and case-style mock interviews across roles we don't yet have a dedicated catalog for.
See the full catalog
The room, not a generic robot

Any role. any room.

Twelve rooms and counting. Each one a specific interviewer with a specific agenda.

Go-to-market

Sales (AE / SDR)

Enterprise buyer runs a live discovery call. Expect MEDDIC, BANT, a budget objection, a competitor mention, and a close that asks for a concrete next step and a champion.

Strategy

Consulting

Partner-led case. Market sizing, profitability drivers, market entry. MECE your structure, defend the estimate, land a crisp recommendation, handle three follow-up probes without breaking frame.

Leadership

Behavioral

Hiring manager drills leadership stories STAR-by-STAR. A conflict with a peer, a decision that went sideways, a time you led without authority. Follow-ups on what you would do differently.

Leadership

Engineering Manager

Director pushes on a missed quarter, an inherited underperformer, and a tech-debt-vs-ship trade-off. Defend your ship bar, your 1:1 cadence, and your coach-or-exit call with numbers.

Analytics

Data & Analytics

Head of growth drops a dashboard showing a silent 20% drop. Form hypotheses, request the right cohort cuts, design the A/B, and tell them whether it is real or instrumentation.

Go-to-market

Marketing

CMO challenges your positioning against a better-funded competitor. Define the wedge, rebuild the funnel, defend the CAC payback, pitch the first 30-day play with channel and budget.

Finance

Finance (FP&A / IB)

CFO walks the three-statement model. Defend the unit economics, explain last quarter's variance, size a raise if revenue slips 15%, and take one pointed DCF-assumption challenge.

Execution

Operations

COO hands you an unscalable process and a 30-day fix. Find the bottleneck, propose the SOP, quantify the cycle-time win, and name the one metric you will defend at review.

Founding

Founder

Sceptical seed investor asks why now, why you, why not a feature. Defend the wedge, early traction, unit economics, and the 18-month plan if the top-of-funnel channel dries up.

Craft

Design (Product)

Head of product pulls apart your portfolio. Defend the research behind each call, the trade-offs you made under time, and redesign one of their live screens on the spot.

Retention

Customer Success

VP of CS walks a live churn save. Read the health signals, disarm a hostile champion, rebuild the QBR narrative, land the renewal, tee up a credible expansion hook.

Strategy

Strategy & Chief of Staff

A chief of staff pressure-tests your 3-year bet. One scarce resource, two market scenarios, one non-negotiable from the CEO. Show your framework and defend the trade-off you would actually make.

Interview Series

6 series available
Product Mastery Loop logo
Product Mastery Loop
Senior Product Manager
The Product Sense Core: 4-Round Mastery
Master the PM Product Sense interview with this 4-round mastery series. We cover the core archetypes used in Senior PM loops at Google and Meta, including Product Design for user empathy, Product Improvement for metric diagnosis, Product Critique for strategic observation, and Execution for high-pressure trade-offs. Move beyond robotic frameworks and practice the judgment and intuition required to land your top-tier PM role. Experience real pressure and real feedback today.
Product SenseProduct DesignExecutionPrioritizationUser Empathy
4 Rounds
1Design a New Product (Alarm Clock for the Blind) (19 min) with Priya RaghavanSenior Product Manager
2Improve an Existing Product (Instagram) (18 min) with David ParkSenior Product Manager, Content & Discovery
3Product Critique (Your Favorite App) (20 min) with Sarah KimSenior Product Manager
4Feature Prioritization (Google Docs) (18 min) with Marcus ChenSenior PM, Workspace Core Productivity
75 min total
Start Series
Product Mastery Loop logo
Product Mastery Loop
Senior Product Manager
The Metrics Gauntlet: 5 Rounds to "Strong Hire"
Master the PM Metrics & Analytics interview with this 5-round mastery series. We cover the core P0 archetypes used in Senior PM loops at Google, Meta, and Airbnb: 1. Success Metrics (FB Marketplace) 2. Metric Diagnosis (YouTube Watch Time) 3. North Star Selection (WhatsApp) 4. A/B Testing (Airbnb) 5. Metric Conflicts (Instagram Ads) Stop reciting frameworks; start defending business trade-offs with rigor. Build the analytical muscle needed for top-tier roles.
Product MetricsAnalytical ThinkingA/B TestingLTV CalculationMarketplace Dynamics+1
5 Rounds
1Define Success Metrics (FB Marketplace) (19 min) with Elena RodriguezSenior PM, Meta Commerce & Connect
2Diagnose a Metric Drop (YouTube) (20 min) with James ParkSenior PM, YouTube Core Viewing Experience
3Pick a North Star Metric (WhatsApp) (18 min) with Priya SharmaSenior PM, WhatsApp Core Messaging
4Design an A/B Test (Airbnb) (20 min) with Daniel LeeGroup PM
5Resolve a Metric Conflict (Meta) (20 min) with Sophie ChenSenior Director of Product, Monetization
97 min total
Start Series
Trending
Meta logo
Meta
Product Manager
Meta PM Interview Loop
This role is hiring. Are you ready?
Meta just added a 4th interview round to their PM loop for the first time in 5 years. Nobody has prep material for it yet. We do. Practice all 4 rounds with AI interviewers modeled on real Meta hiring managers. Get scored on the exact criteria Meta uses internally: user segmentation, metric decomposition, AI judgment, and leadership under pressure. 200+ real questions sourced from candidate reports. Know exactly where you stand before your real interview.
Product SenseAnalytical ThinkingAI Product JudgmentLeadership & DrivePM Interview
4 Rounds
1Product Sense (19 min) with Alex ChenSenior Product Manager, Instagram
2Analytical Thinking (15 min) with David ParkSenior Data Science Manager, Ads
3Product Sense with AI (16 min) with Alex VanceDirector of Product, Meta AI
4Leadership & Drive (15 min) with Marcus ChenVP of Product, WhatsApp
65 min total
Start Series
Trending
Amazon logo
Amazon
Senior Product Manager
Amazon PM Interview Loop
This role is hiring. Are you ready?
Amazon PM interviews are 2/3 behavioral questions mapped to 16 Leadership Principles. Every interviewer is assigned specific LPs. The final round is the Bar Raiser, a senior leader from outside your team who can veto your offer even if everyone else says yes. Practice all 4 rounds including the Bar Raiser's 5-layer deep probing technique. Built around real LP-mapped questions from candidate reports across Glassdoor and Blind.
Customer ObsessionLeadership PrinciplesBar RaiserDive DeepDisagree and Commit+2
4 Rounds
1Product Design & Customer Obsession (18 min) with Alex ChenSenior Product Manager - Retail
2Metrics & Analytical Thinking (18 min) with Marcus VancePrincipal Data Scientist
3Collaboration and Influence Deep Dive (20 min) with David ChenDirector of Product, AWS
4Bar Raiser Deep Dive (15 min) with Alex ChenSenior Principal Product Manager
71 min total
Start Series
Trending
Google logo
Google
Product Manager
Google PM Interview Loop
This role is hiring. Are you ready?
Google just replaced their PM technical interview with a brand new round called Craft & Execution. Most candidates don't even know it exists yet. Practice all 4 rounds with AI interviewers who test the way Google actually evaluates: structured estimation breakdowns, real-world crisis scenarios, and the Googleyness questions that decide whether you get the offer or the rejection email. Designed around the real PM I, Ads role.
Product DesignEstimationCraft & ExecutionGoogleynessLeadership
4 Rounds
1Product Design (15 min) with Arjun DesaiSenior Product Manager, YouTube
2Analytical Thinking & Estimation (15 min) with Alex MercerLead Data Scientist, Google Search
3Craft and Execution Round (15 min) with Alex VanceDirector of Product
4Behavioral Deep-Dive: Googleyness & Leadership (15 min) with Marcus ThorneVP of Product, Google Maps
60 min total
Start Series
GEGAC logo
GEGAC
IT Support Officer
IT Support Officer Interview Loop
This role is hiring. Are you ready?
Practice the exact scenarios and questions from real IT Support L1-L2 interviews. Phone screen, STAR behavioral, hands-on troubleshooting, multi-ticket triage, and a live crisis where everything breaks at once. Each round covers the questions asked in 80%+ of Help Desk and Desktop Support interviews. Diagnose slow computers, fix network outages, clear stuck print queues, defend your triage calls, and handle a cascading clinic emergency as the only IT person on site.
IT SupportHelp DeskL1-L2 TroubleshootingPrioritisationNetwork Diagnostics+1
5 Rounds
1Screening & Motivation (18 min) with DavidIT Manager
2The Holy Trinity — Troubleshooting (15 min) with DavidSenior IT Support Officer
3Triage, Escalation & Onboarding (15 min) with DavidIT Manager
4Communication & Empathy (14 min) with DavidIT Manager
5Cascading Crisis — Karen Scenario (18 min) with KarenPractice Manager
80 min total
Start Series
How it works
Step 01
Pick your interview
Choose from Google PM, Amazon Leadership, McKinsey Case, and more. Each is a multi-round series mirroring the real process.
Step 02
Talk to the AI interviewer
Speak naturally. The AI adapts, probes deeper, and pushes back on weak answers — just like a real interviewer would.
Step 03
Get your coaching report
Instant scorecard with strengths, improvements, and stronger-answer examples. Speech analytics track pace, fillers, and confidence.
What candidates say
Got the offer
I bombed 3 real interviews before I found this. Did 4 rounds, fixed my weak spots, and got the Google L5 PM offer. The coaching report after each round is worth 10x the price.
P
Priya K.
L5 PM at Google
Scored 94
The AI asked 'Why not just use the existing solution?' and I froze. That's exactly what happened at Amazon. Except this time I learned from it BEFORE the real thing.
R
Raj P.
SDE II at Amazon
3 offers
My speech analytics showed I say 'basically' 11 times per interview. No human mock interviewer ever caught that. Fixed it in 2 practice rounds.
M
Marcus T.
SWE at Stripe
Completed full series
Two questions in and I could tell this was nothing like ChatGPT. The adaptive follow-ups felt like a real Google interviewer. Worth every dollar.
L
Lisa C.
Product Lead at Notion
Got the offer
Used this for McKinsey prep. The case interview felt harder than my actual first round — which meant the real thing was easy. Got the offer at associate level.
J
Jessica W.
Associate at McKinsey
L5 offer
Finished all 5 rounds in one weekend. My real onsite felt like a repeat — I'd already heard every question pattern. This is the cheat code nobody talks about.
S
Sanjay M.
PM at Google
Promoted
I was hedging on every answer. The report told me exactly where I lost points and showed me what a strong answer looks like. Did 3 more rounds, nailed the real interview.
D
David L.
Senior PM at Meta
Scored 91
I've done 20+ mock interviews with friends. This was the first time I got feedback that actually changed how I answer. The 'stronger answer' examples alone are worth $12.
A
Ananya R.
SDE at Amazon
Got the offer
I bombed 3 real interviews before I found this. Did 4 rounds, fixed my weak spots, and got the Google L5 PM offer. The coaching report after each round is worth 10x the price.
P
Priya K.
L5 PM at Google
Scored 94
The AI asked 'Why not just use the existing solution?' and I froze. That's exactly what happened at Amazon. Except this time I learned from it BEFORE the real thing.
R
Raj P.
SDE II at Amazon
3 offers
My speech analytics showed I say 'basically' 11 times per interview. No human mock interviewer ever caught that. Fixed it in 2 practice rounds.
M
Marcus T.
SWE at Stripe
Completed full series
Two questions in and I could tell this was nothing like ChatGPT. The adaptive follow-ups felt like a real Google interviewer. Worth every dollar.
L
Lisa C.
Product Lead at Notion
Got the offer
Used this for McKinsey prep. The case interview felt harder than my actual first round — which meant the real thing was easy. Got the offer at associate level.
J
Jessica W.
Associate at McKinsey
L5 offer
Finished all 5 rounds in one weekend. My real onsite felt like a repeat — I'd already heard every question pattern. This is the cheat code nobody talks about.
S
Sanjay M.
PM at Google
Promoted
I was hedging on every answer. The report told me exactly where I lost points and showed me what a strong answer looks like. Did 3 more rounds, nailed the real interview.
D
David L.
Senior PM at Meta
Scored 91
I've done 20+ mock interviews with friends. This was the first time I got feedback that actually changed how I answer. The 'stronger answer' examples alone are worth $12.
A
Ananya R.
SDE at Amazon

See What You Get After Every Round

Real sample reports from real practice sessions. Tap to explore the full coaching breakdown.

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