Two business professionals shaking hands across a desk in a bright office
Now launching · Interview intelligence platform

The interview
is the interface
to every career.

NestPrep is the connective infrastructure between candidates, institutions and employers — four products working as one to coach, match and evaluate how real people perform under pressure. We’re just getting started.

Start practicing free Book a demo
For candidates Practice Voice-first AI coaching & auto-apply for every role you want.
For institutions Learn Placement readiness, skill diagnostics and a modern placement CRM.
For employers Screen Structured, rubric-grounded AI first-rounds, audit-ready by design.

Built for the three sides of the table

Candidates practise and apply with AI that actually listens.
Institutions coach readiness at scale, with placement analytics.
Employers run structured first-rounds that are audit-ready.
The platform

One platform.
Four ways into the interview.

Every hiring journey touches four moments — learning, practising, applying, evaluating. Each one is its own NestPrep product, tuned for its audience, unified by a single identity and assessment graph.

Professor teaching in a university lecture hall
01 · For institutions

NestPrep Learn

Placement readiness for colleges & universities. Diagnose skill gaps, coach cohorts at scale, ship graduates who convert.

Explore Learn
Woman on a solo video call from home
02 · For candidates

NestPrep Practice

Adaptive AI interview coaching — voice-first, 12 languages, with real-time feedback on content, tone and pacing.

Start practising
Professionals collaborating at a laptop
03 · For candidates

NestPrep EzApply

Auto-discovery and one-click applications with a fit score on every role. You prep — EzApply sends.

See EzApply
Recruiter reviewing candidate screens at a desk
04 · For employers

NestPrep Screen

Bias-neutral AI first-rounds. 24/7 structured evaluations scored to your rubric — audit-ready by design.

Explore Screen
Practice · For candidates

Rehearse the hardest moment of your career.

Voice-first AI interviewer. 12 languages. Feedback so specific it’s almost uncomfortable — which is the entire point.

Candidate speaking confidently in interview
Listening

“I led the migration end-to-end, which is how we finally got unblocked on the…”

Strong STAR structure. Slow down — your pace is drifting fast.

Native voice
ENEnglishActive
ESEspañol
HIहिन्दी
FRFrançais
+8More languages
01
Real-time voice coaching

Interruptions, pacing, filler words, content quality — scored as you speak. No waiting, no transcript tax.

02
Role-aware question banks

A curated prompt library re-ranked to your target company, level and stage — behavioral, system design, case, and role-specific.

03
Confidence scorecards

Track readiness across competencies. Watch your confidence score compound — and know exactly when you're ready.

Start a free session
Learn · For institutions

Turn placements into a data practice.

Diagnose employability across departments and batches. Coach 10,000 students without hiring a single mentor.

01
Readiness dashboards

Cohort-level skill maps that refresh nightly. Filter by department, year, placement tier, or recruiter fit.

02
Industry-aligned skill graph

Your curriculum mapped against live roles across the market. See the gap between what you’re teaching and what’s being hired.

03
Placement pipeline & CRM

One surface for recruiter relationships, drive schedules, offers, and outcome analytics. Auditable, exportable, shareable.

Book an institutional demo
University students collaborating on laptops
Batch readiness · Illustrative Preview
Ready
Approaching
At risk
Placement conversion Tracked

Cycle-on-cycle, per department.

EzApply · For candidates

Stop applying.
Start interviewing.

EzApply discovers, scores and submits roles that actually fit — so your prep time goes to the part that matters.

Candidate at a laptop searching for jobs
Matched for you Preview
Senior Product Engineer Remote · Full-time
Fit
Staff Design Engineer Hybrid · Full-time
Fit
Product Manager, Growth On-site · Full-time
Fit
Applications submitted while you sleep.
01
Fit scoring on every role

A score per opening based on your experience graph, target seniority, compensation floor and location.

02
Autopilot applications

Pre-filled forms, tailored cover notes, portfolio attachment — submitted with your approval or overnight.

03
Interview inbox

Every recruiter reply, assessment link, and scheduling thread collapsed into one quiet inbox.

Connect your profile
Screen · For employers

First-round interviews that never sleep.

Structured AI evaluations, 24/7, scored to your rubric — every session evidence-linked and reviewable by a human in seconds. Bias audits and compliance alignment are on our near-term roadmap.

01
Your rubric, their words

Upload your scoring guide. Screen conducts the conversation and returns a structured, evidence-linked rubric score.

02
Audit-ready by design

Full transcript, audio, per-question rationale and bias-check report attached to every candidate.

03
ATS-native

Built to slot into the major applicant tracking systems as a stage — no new tab, no new tool for your recruiters.

Talk to sales
Recruiter reviewing interview scorecards
C
Candidate scorecard Round 1 · Illustrative preview
Preview
Problem framing
A
System design
A−
Code quality
B+
Communication
A
Bias check Every evaluation ships with an adverse-impact report.
Under the glass

The AI, specifically.

A shared intelligence layer powers all four products. Speech, reasoning and evaluation — purpose-built for how people actually talk in interviews.

Voice

Real-time speech that actually listens.

Sub-300ms latency, interruption handling, and native-speaker prosody in 12 languages. No robotic turn-taking.

Evaluation

Rubric-grounded, evidence-linked scoring.

Every score cites the exact turn and timestamp that produced it. Explainable, overrideable, auditable.

Fairness

Fairness, built in from day one.

We’re building adverse-impact reporting and compliance alignment (NYC LL144, EU AI Act) into the platform — not bolted on later.

What we believe

Principles we’re launching on.

NestPrep is new. We don’t have years of telemetry to wave around yet — we have a point of view, and four products built around it.

I.
Voice-first, not form-first
Interviews are spoken. Our coaching and evaluation start there — not in a textbox.
II.
Rubric-grounded AI
Every score cites the exact turn it came from. Explainable, overrideable, auditable by default.
III.
Fair by construction
We’re building bias audits and compliance (EU AI Act, NYC LL144) into the platform from day one.
IV.
One identity, four products
Your assessment graph follows you across Learn, Practice, EzApply and Screen.
Who it’s for

Pick the side of the table you’re on.

NestPrep’s four products share one identity graph. Whichever surface you enter from, the rest is one click away.

Candidate smiling during an interview
For candidates

You’re interviewing for the next chapter.

Practise with an AI that holds you to your best answer, then let EzApply send your profile to roles that actually fit.

Start with Practice
College placement officer celebrating with a student
For institutions

You run a placement cell, not a guessing game.

Learn turns every batch into a measurable, coachable readiness graph — with a placement CRM built in.

Book an institutional demo
Recruiter warmly interviewing a candidate
For employers

You want a first round that scales with you.

Screen runs structured, rubric-grounded AI interviews 24/7 — every session evidence-linked and bias-audited.

Talk to sales
Team at a modern office interview
Start somewhere

Bring the interview
into focus.

Whether you're a candidate, a career office, or a hiring team — there's a NestPrep product already built for your next 90 days.

Start free with Practice Book an institutional demo Talk to sales