Prep by Company
Software Engineer SWE Product Manager PM Data Scientist DS Data Engineer DE ML Engineer MLE Technical PM TPM
Software Engineer SWE Product Manager PM Data Scientist DS Data Engineer DE ML Engineer MLE Technical PM TPM
Software Engineer SWE Product Manager PM Data Scientist DS Data Engineer DE ML Engineer MLE Technical PM TPM
Software Engineer SWE Product Manager PM Data Scientist DS Data Engineer DE ML Engineer MLE Technical PM TPM
Software Engineer SWE Product Manager PM Data Scientist DS Data Engineer DE ML Engineer MLE Technical PM TPM
Software Engineer SWE Product Manager PM Data Scientist DS Data Engineer DE ML Engineer MLE Technical PM TPM
Software Engineer SWE Product Manager PM Data Scientist DS Data Engineer DE ML Engineer MLE Technical PM TPM
Get Your Playbook →
Built by an ex-Amazon Bar Raiser · 8 years · 100s of interviews conducted

Stop guessing
what they're
looking for.

Got an interview coming up? Upload your resume and the job posting. In 24 hours you get a 50+ page Interview Playbook — your STAR stories already written, the questions that will prepare you best (based on our analysis of 2,699+ real reported interviews), and exactly what strong looks like from the interviewer's side.

30-day money-back guarantee
Delivered within 24 hours
Every playbook reviewed before delivery
Ex-Amazon Bar Raiser
8 years · 100s of interviews conducted
2,699+ interviews analyzed
To surface the patterns that actually matter
7 Tier 1 companies
Amazon, Google, Meta, Microsoft, Apple, Netflix, NVIDIA
6 most in-demand roles
SWE, PM, DS, DE, MLE, TPM

You bring your resume.
We bring the rest.

Your resume and the job posting tell us where you're starting from. What happens next — matching your background against years of data on how this company actually hires — is on us.

Step 01
Upload your resume and the job posting
Paste in the exact job description you're applying for and upload your resume. That's all we need from you. No questionnaires, no intake forms — we do the heavy lifting from here.
Step 02
We run your profile against everything we know
Your background gets matched against what we know about how this company evaluates candidates for this role — the question patterns, the rubrics, what strong looks like at each level, and where candidates like you typically win or lose. Then a human reviews the result before it goes out.
Step 03
Your playbook arrives within 24 hours
A 50+ page PDF in your inbox — specific to you, grounded in how this company actually decides who to hire, and ready to use from the moment you open it.
"Most prep teaches you how to answer.
We teach you how they evaluate."

Interview101 was built by an ex-Amazon Bar Raiser — someone who sat on the other side of the table for 8 years and conducted hundreds of interviews across SWE, PM, DS, and TPM roles. The Bar Raiser role exists specifically to hold the hiring bar. We know what separates a hire from a no-hire because we made that call, hundreds of times.

What we found is that candidates who fail don't usually fail because they're unqualified. They fail because they don't know what the interviewer is actually looking for, they haven't connected their own experience to the company's values, and they walk in hoping their stories land rather than knowing they will.

That's the gap Interview101 was built to close.

8
years conducting
interviews at Amazon
100s
of Hire / No Hire
decisions made
2,699+
candidate interviews
analyzed to build this
Ex-Amazon Bar Raiser
The Bar Raiser holds the hiring bar independently — their vote overrides the team. We know exactly what they look for.
Every rubric is real
The evaluation criteria in your playbook isn't sourced from forums or guesswork. It reflects how interviewers are trained to assess candidates.
Built for the candidate who's running out of time
Got an interview in 10 days? Your playbook is in your inbox in 24 hours. No courses to grind. No sessions to book. Just a plan ready to execute.
Data updated quarterly
Interview patterns change. We only use reports from the past 3 months. What worked 18 months ago may not work today.

The three things that decide your interview.

Most prep focuses on knowledge. What actually decides the outcome is how well your stories land, whether you know the questions coming, and whether you understand what the interviewer is evaluating for. Your playbook covers all three.

Your stories,
already written.
Most candidates know they have good experiences. They just don't know how to find the right ones, frame them as STAR stories, or know which stories Amazon wants vs. which ones Google wants. Your playbook does that work. Full STAR stories pulled directly from your resume bullets, each one mapped to the values and leadership principles this company weighs most heavily in behavioral rounds.

Walk in with a ready answer for every question type they're likely to ask — not a framework you need to apply under pressure, but an actual story, already structured.
No other tool builds your stories from your actual resume
The questions that
prepare you best.
Not a list of "common interview questions." The questions that will prepare you best — based on our analysis of 2,699+ real reported interviews for this company and role, ranked by how frequently they appear. Each one matched to which of your stories maps best to it.

There's a big difference between "being ready for behavioral questions" and knowing which specific question types this company weights most heavily, which of your stories maps to each one, and why. Your playbook makes that connection explicit — for the exact company and role you're interviewing for.
2,699+ reported interviews — updated quarterly
What strong looks like
from their side.
This is the thing candidates can't get anywhere else. Not "how to answer behavioral questions" — but the actual rubric interviewers use to decide Hire vs. No Hire. What does a strong answer look like at the level they're hiring for? What signals trip the evaluator? Where do candidates who look good on paper consistently lose the offer?

Your playbook includes the evaluation criteria — your fit score against it, your top gaps ranked by risk, and a script for each gap that acknowledges it, pivots, and closes with evidence.
Built by someone who made the Hire/No Hire decision

Every section is about your interview.

Not a template. Not a guide written for "someone applying to Amazon." A playbook written for you, applying for this specific role, at this specific company.

1
Where You Stand
A real fit score calculated from how closely your background matches the skills, experience level, and culture signals this company screens for. Your top strengths and top gaps, ranked by how much each one matters at this stage.
2
What They Actually Want
The job posting translated into what the team is really trying to solve — the explicit requirements, the implied ones, and the signals that tell you what's going wrong on the team right now.
3
Your Pitch
A 30-second intro and a 2-minute narrative built from your actual experience — crafted to land with this company's culture, not a generic "tell me about yourself" template.
4
Your Stories
Full STAR stories pulled from your resume, each mapped to the values and leadership principles this company weighs most heavily in behavioral rounds. Walk in with a ready answer for every question type they're likely to ask.
5
The Questions You'll Face
The questions that will prepare you best — based on our analysis of 2,699+ real reported interviews for this company and role, ranked by frequency, with which of your stories maps to each one.
6
Gap Scripts
For your top gaps: ready scripts that acknowledge the gap, pivot to what you do have, and close with evidence. The difference between fumbling a hard question and showing self-awareness under pressure.
7
Questions to Ask Them
Strategic questions tailored by who's across the table — hiring manager, peer, skip-level. Questions that show you've done the work and already think like someone in the role.
8
Your 30/60/90 Plan
A first-90-days roadmap built for this role. Shows the panel you're already thinking past the offer — one of the most consistent signals that separates a hire from a strong candidate who didn't get it.
9
Company Intelligence
What's happening at this company right now — strategic priorities, recent shifts, and what those mean for how they're evaluating candidates today. Updated quarterly.
10
Interview Day Cheat Sheet
One page. Your key stories, the themes to hit, things to avoid, and the questions you're asking. Review it once on the morning of, put it down, and walk in focused.
Every claim in your playbook traces directly to your resume or the job posting. Nothing is invented.

The 7 hardest interviews in tech.

Each company has its own interview system, its own evaluation criteria, its own definition of strong. Your playbook is built for the specific company you're interviewing at — not a generalized version of "big tech."

Built for your role, not just the company.

The bar for a Software Engineer at Google is fundamentally different from the bar for a Product Manager. Different question types, different evaluation criteria, different definitions of strong. Your playbook reflects that.

One playbook.
Everything you need.

You're applying for a role that could change your career. The cost of walking in underprepared is not $149.

Built from your actual resume
Every story, every strength, every gap identified comes from what you've actually done — not a generic template filled with placeholders.
Grounded in how this company actually interviews
The interview patterns, evaluation criteria, and what the hiring bar looks like at this specific company — sourced from reported interviews and updated quarterly.
Created by someone who sat in that chair
Ex-Amazon Bar Raiser, 8 years, hundreds of interviews. The rubric in your playbook reflects how interviewers actually evaluate candidates — not how candidates imagine they do.
Reviewed before it reaches you
Every playbook is checked by a human before delivery. Not automated and sent raw — reviewed to make sure it delivers before it lands in your inbox.
Interview Playbook
Your complete interview prep package
$ 149
One-time payment. One playbook. Your interview.
50+ page personalized PDF playbook
Real fit score vs. the actual hiring bar
STAR stories built from your resume
Predicted questions with answer frameworks
Gap scripts for your weakest areas
30/60/90 plan + interview day cheat sheet
Reviewed by a human before delivery
Delivered within 24 hours via email
Get My Playbook →
30-day money-back guarantee. No questions asked.

Different tools. Different jobs to be done.

LeetCode sharpens your coding. Coaching sessions give you real-time feedback. Interview101 gives you a complete, personalized prep plan in 24 hours — before you need any of those things to matter.

Good for coding drills
LeetCode / Courses
Personalized to your resume
Same content for everyone
STAR stories built for you
You build your own stories
Company-specific questions
Generic question lists
Evaluator's rubric
Not available
Cost
~$12–$144/year subscription
Time to be ready
Weeks to months of study
Good for live feedback
1-on-1 Coaching
Personalized to your resume
During the session
STAR stories built for you
Verbally, in one session
Company-specific questions
Depends on coach expertise
Evaluator's rubric
If the coach has it
Cost
$150–$300 per hour
Time to be ready
Depends on availability
Good for quick practice
AI Practice Tools
Personalized to your resume
Questions only
STAR stories built for you
Not included
Company-specific questions
Generic AI generation
Evaluator's rubric
Not available
Cost
~$9–$30/month subscription
Time to be ready
Immediate but no plan
Complete prep plan
Interview101
Personalized to your resume
Every section, every word
STAR stories built for you
Full stories from your resume
Company-specific questions
From 2,699+ real interviews
Evaluator's rubric
From an ex-Bar Raiser
Cost
$149 one-time
Time to be ready
24 hours

Common questions.

What makes this different from a generic interview guide?+
Every section of your playbook is generated from your resume and the exact job posting you're applying for, cross-referenced against how this specific company evaluates candidates for this specific role. The stories come from your actual experience. The predicted questions come from thousands of reported interviews at this company. The gap scripts address your actual gaps. Nothing is generic — every word is about you and this interview.
Which companies and roles are supported?+
We cover Amazon, Google, Meta, Microsoft, Apple, Netflix, and NVIDIA — the 7 companies with the most rigorous and well-documented interview processes in the industry. Across 6 roles: Software Engineer, Product Manager, Data Scientist, Data Engineer, Machine Learning Engineer, and Technical Program Manager.
How is the fit score calculated?+
The fit score is calculated deterministically — not an AI guess. It measures how closely your skills match what this role requires, how your experience level aligns with the seniority they're hiring for, and how well your background reflects the culture signals this company screens for. Each dimension is scored separately and you can see exactly how in your playbook.
How current is the interview data?+
We only use interview reports from the past three months. Interview patterns at these companies shift — a process change 18 months ago shouldn't be shaping your prep today. We track changes to interview formats, evaluation criteria, and round structures as they're reported, and update quarterly.
When will I receive my playbook?+
Within 24 hours of your order. You'll receive a confirmation immediately after purchase. Every playbook is reviewed by a human before it's sent — so you're not getting raw automated output. In practice, most arrive well within 24 hours.
What's the refund policy?+
30-day money-back guarantee. If your playbook doesn't deliver clear value, contact us within 30 days for a full refund. No conditions, no hoops.

Walk in knowing.
Not hoping.

Your playbook is built from your resume, the job posting, and how this company actually decides who to hire. Everything else is noise.

Get My Interview Playbook — $149
30-day money-back guarantee · Delivered within 24 hours · Reviewed before delivery