Placement readiness, measured — not guessed.

AI-driven interview preparation and readiness analytics, built for college placement teams and training providers.

5×

growth in mock interview completions, month over month, in our first live cohort

+15%

average score gain for students who return for a second interview

100%

of completed interviews scored with structured, individual feedback

Most placement cells don't lack content. They lack visibility.

Students can find practice questions anywhere. The actual placement bottleneck is knowing which students are ready, and where to spend limited training time — before it shows up in a real interview room.

What students use to prepare

Five tools, one flow — from a first resume upload to a scored mock interview, each step feeding the next.

ATS Check & Score

Students upload a resume and receive a structured check against hiring-system expectations. The score gives them a clear starting point before they tailor an application.

Scored on upload

Company Intel

Students get a focused brief on the company, role, culture, and likely interview context. Research becomes a repeatable preparation step rather than an open-ended search.

6 sections per company

CV Suggestions

PrepBud compares the resume with a specific role and highlights concrete gaps. Students can strengthen relevance without losing the experience and voice already on the page.

Matched per application

Coach

Students work through role-aware prompts and develop stronger examples before speaking them aloud. The format keeps preparation practical and tied to likely interview questions.

Question & answer format

Mock Interview

Students complete a structured interview that follows the role and their own experience. Every completed attempt ends with a score out of ten and written feedback they can act on before trying again.

Structured score + written feedback, every attempt

What your placement team actually sees

Not a static report — a live dashboard your team opens whenever they need it.

illustrative live view

Active students

248

+18 this month

Interview attempts

516

+24% vs prior period

Average score

7.4

+0.8 over 90 days

Returning students

61%

+9 percentage points

Requests over time

Feature activity by week

InterviewATSCV
W1W2W3W4W5W6W7W8

Readiness by department

Average interview score, out of 10

Computer Science8.1
Commerce7.4
Electronics6.9
Management6.5

Individual student analytics

Attempts, recent activity, score movement, and readiness in one view.

Student IDDepartmentLast activeAttemptsCurrent scoreImprovementReadiness
MOP-1042Computer ScienceToday58.4+1.6Ready
MOP-1087CommerceYesterday37.6+0.9Progressing
MOP-1121Electronics3 days ago26.8+0.5Progressing
MOP-1164Management16 days ago15.9—Needs attention

Cohort readiness

See how interview participation and average scores move across the cohort.

Department breakdowns

Compare engagement and readiness without combining unlike student groups.

Individual trends

Open a student’s history to see attempts, scores, and progress over time.

No status requests

Give placement teams a current view without asking students or trainers for updates.

How a rollout works.

01

We talk

Share the cohort, departments, timeline, and the outcomes your placement team needs to track.

02

Accounts provisioned

We prepare credential-based access for the students and staff included in the rollout.

03

Cohort goes live

Students begin with their resume and move through company research, matching, coaching, and mock interviews.

04

Your team gets the dashboard

Placement staff can follow adoption, readiness, and individual progress as activity builds.

From a live pilot

Adoption, not just access, drives outcomes.

One women's college in South India piloted PrepBud with a single cohort. Within two months, mock interview completions grew 5×, and students who returned for a second attempt improved their average score by 15%. The pattern held strongest in departments where a faculty member actively encouraged weekly practice — evidence that engagement, not just availability, is what moves the needle.

How student data is handled.

Credential-based access

Students and staff enter with accounts provisioned for their institution or training cohort.

No third-party sharing

Student information is used to provide the PrepBud experience and is not sold or shared for third-party marketing.

Scoped visibility

Placement teams see the students and departments assigned to their organization; students see their own preparation history.

Have specific requirements?

Talk to us about access, retention, or rollout requirements before a cohort goes live.

PrepBud

Practice. Measure. Place.

Let's talk about your cohort.

Tell us what you are preparing students for and how your placement or training team works today.

PrepBudBuilt for placement teams, not job seekers browsing alone.