PrepState — Job Tracker & AI CV Match Score
prepstate.dev · Workflow & Planning
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Description
Save job postings to your board, score your CV against each job description with AI, and write tailored cover letters. Save any job posting in one click. See how your CV scores against it. Get a cover letter that actually references the job description. PrepState turns your browser into a job-search workspace. Instead of a bookmark folder and a Google Doc, every role you find gets saved, scored, and tracked from first application to signed offer. WHAT IT DOES - One-click save — captures title, company, location and the full job description from the page you're on. No copy-paste. - AI CV match score — a 0–100 fit score with matched skills, missing keywords and prioritized edits, before you apply. - Tailored cover letters — generated against the actual job description, not a template. - Pipeline tracking — every saved job lands on a Kanban board (Applied → Screen → Technical → Offer) with stage notes. - Interview prep — role-specific prep built from the posting you saved. WHERE IT WORKS LinkedIn, Greenhouse, Lever, Wellfound, Glassdoor, DOU, Djinni — plus URL import for any other job board. WHO IT'S FOR Software engineers and other tech candidates running a 2–3 month search across 30–50+ applications. If you're applying to three jobs, you don't need this. If your search will run for months, you need more than browser tabs. WHY THE MATCH SCORE MATTERS Most applications never get a reply — usually not because the candidate is unqualified, but because the CV doesn't use the language of that specific job description. The score shows you that gap in about ten seconds, before you submit. PERMISSIONS — WHY WE ASK - Access to the job page you're viewing: to read the posting when you click Save. Nothing is read until you click. - Account access: to sync saved jobs to your PrepState account. No data sold, no ads. Full policy: https://prepstate.dev/en/privacy PRICING Free — unlimited saved jobs, Kanban board, CV match score, 3 AI runs. From $3/month — unlimited AI runs, AI CV suggestions, AI cover letters. GETTING STARTED 1. Install and sign in (free, no card) 2. Open any job posting, click the PrepState icon 3. Paste your CV once — it's reused for every future analysis Questions or bugs: prepstate.dev@gmail.com — we reply.