Your AI job search workspace. Prepare for every role.
Track every application in a kanban pipeline. For each role, get AI-powered CV analysis, prioritized edits, and a tailored cover letter — all in one organized workspace.
Stripe
Staff Engineer
Notion
Frontend Eng
L5 SWE
Figma
Senior Engineer
The problem with managing a job search today
Scattered across tools
JD in a tab, CV in Drive, notes in Notion, feedback in email. Nothing is connected — and none of it is organized around the actual role.
No role-specific prep
Generic guides don't know what this specific company cares about. Your CV edits and cover letter should come from the actual job description — not a template.
Context lost between stages
What happened in round 1? What feedback did you get? By round 3, it's scattered across email threads and fading memory.
One workspace per role. Everything in one place.
Each application gets its own workspace — CV analysis, edits, cover letter, and stage notes — all tied to that specific role and job description.
CV Match Score
Alignment
Keyword gaps
CV Suggestions
Quantify your Kafka throughput
highStripe values measurable impact — add events/sec to your messaging work.
Highlight distributed systems at scale
mediumThe JD emphasizes large-scale architecture. Surface your most relevant projects.
Reorder skills by role relevance
lowMove TypeScript and Node.js above older technologies to match Stripe's stack.
How prepstate works
Add a position, get a workspace. Everything else follows from the role.
Step 1
Add a position
Paste the job description, set the company, role, and interview stage. Upload your CV or paste it as text. Your workspace for that role is ready.
Step 2
Get role-specific insights
AI scores your CV against this specific role, generates prioritized CV edits, recruiter questions, and a tailored cover letter.
Step 3
Track every stage
Log feedback after each round. Update the stage. Keep all your active processes organized in the dashboard.
Organized by role. Powered by AI.
A structured workspace for managing applications — with AI that understands the specific role, not just your CV in general.
Application pipeline
Kanban and list views for every active process. Track status across all your applications without losing context on any of them.
Stage notes
Notes and company feedback organized per interview round — attached to the right position so nothing slips through between stages.
CV–role match score
See exactly how well your CV fits this specific role — scored 0–100 with strengths, keyword gaps, and risk flags.
Prioritized CV edits
High, medium, and low priority edits derived from the job description. Copy-ready text with a direct jump to the built-in CV editor.
Cover letter generator
Tailored cover letters generated from your CV, the JD, and the match analysis — with subject line. One click, role-specific.
Recruiter questions
Smart questions to ask your TA contact at each stage — with the rationale for why each one matters right now.
Built for every stage of your search
Whether you just got a recruiter ping or you're preparing for a final-round system design — prepstate adapts to where you are.
You just got a recruiter message
Add the position, paste the JD, and generate smart questions to ask before your first call. Know what the role actually requires before you agree to a screen.
You passed the recruiter screen
Log the feedback, advance the stage, and get an updated CV analysis and prep plan for the technical round — specific to the role, not generic.
System design interview is next
Regenerate the analysis for the system design stage. The AI adjusts its output based on the round you're preparing for, not just the job title.
Juggling multiple active processes
Dashboard shows every application at a glance. Jump between positions, check round notes, update statuses, and stay on top of all active pipelines.
Your job search deserves better tools than a spreadsheet
A structured workspace for every application — with AI that actually knows the role. Free to start, no credit card required.