InterviewPrepAI
Readiness — 0/7
SESSION 001 — LIVE CALL

Calibrate for
the Future

Upload your resume and rehearse your answers out loud. Get instant, high-contrast feedback on pacing, ownership, and structure.

LIVE CALIBRATION
00:14
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Calibrating...
PACING REPORT
Rushed (160 wpm)
CORE PLATFORM VALUES

Get the Most Out of Your Preparation

Unlimited Rehearsal Rooms

Simulate mock interviews for behavioral, technical, and system design rounds under realistic pressure.

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In-the-moment Analytics

Cadence analysis, filler word counters, and structure mapping updated instantly.

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75%
CALIBRATING FOR PANELS AT:
StripeGoogleOpenAIMetaAirbnbNetflix

Keep Your Prep Calibrated to the Panel Style

Select target archetype constraints. Every question, follow-up, and evaluation updates instantly.

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SAMPLE QUESTION

"How do you balance moving fast with not breaking things for other teams?"

HOW IT WORKS

Four steps to complete calibration.

Walk through the full calibration timeline. Switch tabs on the card to inspect each feature.

01. RESUME & JD ALIGNMENT

Sync background to target roles

Upload your resume and the target role's Job Description. Our matching engine parses required competencies, highlighting exactly what overlaps and what's missing.

RESUME HIGHLIGHTS
Event-driven architecture Mentored 4 engineers
JOB REQUIREMENT SYNCS
Distributed systems scale Leadership & team growth
System design
Cross-team comms
Incident response
Data modeling
Stakeholder updates
← less frequentmore frequent →bigger gap ↑
worth closing threshold
THE GAP MAP

Map Gaps in Real Time

Upload your target JD. Our analyzer maps missing requirements against your resume's active highlights. Adjust the slider threshold to identify priority topics.

Prioritize high-probability questions
Audit incident response gaps
READINESS TREND

10,000+ Sessions Calibrated

Verify progress across consecutive rounds. High-bar engineering roles require consistency, not just one good session.

"The trend map verified my pacing was finally consistent before the onsite."

— Senior Staff Engineer, Stripe
THE REHEARSAL ROOM

Watch the same answer get rebuilt, sentence by sentence.

The launch had a hard dependency on two teams; I flagged the risk two weeks early.
I ran daily 15-minute syncs and owned the rollback plan.
We shipped on the original date with zero rollback needed.
LIVE FEEDBACK, AS IT HAPPENS

Read line by line. This is exactly what gets flagged, and why.

So the biggest challenge on that project was actually getting three teams to agree on a single rollout date.PACE — RUSHED
Um, we kind of just, you know, pushed through it and it worked out fine I guess.FILLER WORDS — 4
I set up a shared timeline doc and ran a 20-minute sync with each lead before the freeze.STRUCTURE — CLEAR
HOW THE SCORE GETS BUILT

Not a number. Four reasons, each pointing at the sentence that earned it.

STRUCTURE

Answer moves from context to action to outcome, in that order.

SPECIFICITY

"20-minute sync," "three teams," "before the freeze" — concrete, not vague.

OWNERSHIP

"I set up" — first person, not "we kind of."

OUTCOME

Ends on a result, not a shrug.

RESUME × ROLE, MATCHED

Every match, checkable. Every gap, visible.

Led migration of billing service to event-driven architecture
Experience with distributed systems
Mentored two junior engineers through onboarding
Cross-functional collaboration
Owned rollout timeline across three teams
Program management at scale
— not yet demonstrated
Prior experience with system design interviews
THE ROADMAP BUILDS ITSELF

Built for: Scale-up panels

Close the system design gap

Two structured design walkthroughs, scoped to the role's actual stack.

From your Gap Map
Tighten ownership language

Rehearse three answers rewritten from "we" to "I did / I decided."

From your Rehearsal Room session
Run one Enterprise-style panel

Full 40-minute simulation calibrated to formal, deliberate pacing.

From your panel calibration
Ready

Consistent scores across three consecutive sessions.

Milestone
YOUR PROFILE

Interview ready.

READY FOR — SCALE-UP PANELS
Pacing awareness
Role alignment
Gap awareness
Answer structuring
Panel calibration
Personal roadmap
Session consistency

Rehearsed: 8 sessions
IN THEIR OWN WORDS
PRIYA S. — PRODUCT MANAGER, HIRED AFTER SESSION 6"The panel calibration was what actually changed things — I'd been over-preparing for a fast, scrappy interview when the role was actually a formal enterprise panel. Rehearsing the right format mattered more than rehearsing more."
WHERE YOUR SESSIONS LIVE
Visible only to you.
Delete any recording, and its transcript, at any time.
Nothing is shared without your action.
PLANS

Three ways to prepare.

FOUNDATION
0/ forever
2 rehearsal room sessions
Basic gap map
Role executive AI evaluator
Readiness trend analytics
Start for free
PRO MONTHLY
499/ month
Unlimited rehearsal rooms
Full gap map, all roles
Role executive AI evaluator
Readiness trend analytics
Upgrade monthly
BEST VALUE
QUARTERLY PASS
1,199/ 90 days pass
Unlimited rehearsal rooms
Custom target role rubrics
Role executive AI evaluator
Maximum 90-day savings
Get 90-day pass
QUESTIONS, ANSWERED AS YOU SCROLL

Frequently Asked Questions


How accurate is the feedback, really?

Calibrated against thousands of real panel transcripts and checked quarterly against human scoring — the same four-part reasoning trace you saw earlier runs on every answer.

Structure · Specificity · Ownership · Outcome

Can I prepare for a specific company or role?

You set the function, level, and panel style up front, and every question and evaluation is scoped to that.

Startup · Scale-up · Enterprise · High-bar technical

What happens to my recordings?

Visible only to you. Delete any recording, and its transcript, at any time.

Private by default

What if I'm not ready to start yet?

Start on the free plan — two sessions, no time pressure, no card required.

No limit on when you begin

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Begin assessment