PM, Frontend, Backend, AI/ML, Behavioral. Real questions from FAANG & Indian unicorns. AI-graded answers in seconds. One platform, every track.
No credit card required · Free forever plan available
/ ESTIMATE
UPI txns/day · Medium
/ VOICE MOCK
30s avg feedback time
/ EVERY TRACK
PM
Frontend
Backend
AI/ML
Real interview questions sourced from candidates at these companies
/ TRACKS
Each track has its own question bank and a dedicated AI evaluator calibrated to what that interviewer actually cares about.
Product Management
Product design, metrics, strategy, estimation and behavioral for PM roles.
Frontend
React, Angular, Vue, Vanilla JS and CSS/HTML depth interviews.
Backend
Node.js, Java, Python, Go and system design interviews.
AI / ML
Generative AI, classical ML, MLOps and agentic frameworks interviews.
Database
SQL, database design, indexing, transactions, NoSQL, distributed databases and vector databases.
Behavioral
Leadership, conflict resolution and culture-fit questions using STAR.
Coding
DSA and problem-solving in JavaScript and Python, with a real in-browser code editor.
/ THE LOOP
01
Hit record. Talk for 3 minutes. Get an AI-graded breakdown across 5 dimensions tuned to your track — in under 30 seconds.
02
FAANG plus the Indian unicorns: Zomato, Swiggy, Razorpay, PhonePe, Flipkart, Cred. Spread across PM, Frontend, Backend, AI/ML, Behavioral, and Coding — curated for the Indian tech interview.
03
CIRCLES, AARM & STAR for PM. Component thinking for Frontend. System design for Backend. Stop ambling — plug into the structure the interviewer expects.
04
Your dashboard tells the truth: average score, best score, weakest category. Improvement is measurable, not vibes.
/ HOW IT WORKS
Every mock is graded across 5 dimensions by our AI — calibrated to the track you picked, not one generic rubric. Below is the Product Management breakdown; Frontend gets scored on code quality and best practices, Backend on system design and scalability, and so on.
/ MOCK FEEDBACK · PRODUCT MANAGEMENT
Design a UPI feature for tier-2 cities
How clearly you communicate the problem and solution.
Does your answer follow a logical, scannable flow?
Did you apply CIRCLES, AARM, or STAR correctly?
Did you go beyond surface answers with specifics and trade-offs?
Confidence, pacing, and absence of filler words.
AI summary · "Good structure but missing trade-off analysis and metric anchoring. Framework usage needs reinforcement."
/ FRAMEWORKS
No track rewards rambling. Each one has its own mental model — here's a sample from PM, Frontend, Backend, and AI/ML.
/ PM · Product Design
7-step framework for product design questions: Comprehend → Identify customer → Report needs → Cut → List → Evaluate → Summarize.
/ PM · Metrics & Health
The funnel that wins metrics deep-dives: Acquisition, Activation, Retention, Monetization.
/ PM & Behavioral
Tell stories that land: Situation, Task, Action, Result — quantified.
/ Frontend
State, props, rendering and browser APIs — how to reason about UI out loud, not just build it.
/ Backend
APIs, data models, caching and scalability trade-offs, explained the way an interviewer wants to hear them.
/ AI / ML
Retrieval, evals, fine-tuning and agentic patterns — the structure behind a strong GenAI answer.
/ FROM USERS
"I did 14 mocks in a week. The feedback caught structural gaps I had ignored for 2 years. Cleared my Razorpay APM round."
Aarushi M.
APM at Razorpay · Mumbai
"The Backend track's feedback on my system design answers was sharper than what I got from two paid mock interviewers. Cleared Flipkart's SDE-2 loop."
Rohan K.
SDE-2 at Flipkart · Bengaluru
/ READY?
Pick a question. Hit record. Get graded. That's it.
500+
/ Real questions
7
/ Interview tracks
30s
/ AI feedback time
10
/ Free mock interviews
/ FAQ