JobMatch AI – Smart Resume & Job Analyzer

Analyze job postings against your resume using AI. Get match scores, skill gap analysis, and auto-fill applications.

JobMatch AI – Smart Resume & Job Analyzer Stop sending the same resume to every job and wondering why you're not hearing back. JobMatch AI sits quietly in your browser, analyzes any job posting against your resume in seconds, and helps you tailor every application — from the match score to the filled-out form to the downloaded resume. It works on any job site. It uses your own AI API key so your data never touches our servers. And it gets out of your way when you don't need it. ───────────────────────────────────────── ★ JOB MATCH SCORE & SKILL ANALYSIS ───────────────────────────────────────── Open any job posting, click Analyze Job, and within seconds you'll see: • A match score (0–100) showing how well your resume fits the role • Matching skills — what you already have that the job is looking for • Missing skills — gaps between your resume and the job requirements • Recommendations — specific, actionable suggestions to strengthen your application • Insights — things the job description reveals that aren't always obvious (seniority signals, culture fit, red flags) • Keywords — the exact terms from the posting you should be incorporating The analysis is cached so revisiting the same job doesn't burn another API call. You can Re-Analyze at any time if you've updated your resume or want a fresh look. ───────────────────────────────────────── ★ AUTOFILL JOB APPLICATIONS ───────────────────────────────────────── Job applications ask the same questions over and over — your name, phone number, years of experience, work authorization status, how you heard about the role. JobMatch AI fills all of it automatically. How it works: 1. Click "AutoFill Application" on any job application page 2. The extension scans every form field on the page — including fields inside iframes used by Greenhouse, Lever, and similar platforms 3. It first fills everything it can directly from your saved profile and Q&A answers (no AI needed, instant) 4. For anything it can't match directly, it sends the remaining questions to AI along with your resume context to generate intelligent answers 5. Every filled field gets a small badge so you can see exactly what was touched 6. A review warning appears reminding you to check every answer before submitting — AI can make mistakes The autofill handles text inputs, dropdowns, radio buttons, checkboxes, and React-based custom select components. It works across main page forms and embedded iframe forms. ───────────────────────────────────────── ★ Q&A PROFILE — YOUR PERSONAL ANSWER BANK ───────────────────────────────────────── The Q&A tab lets you pre-save answers to the questions every employer asks: • Are you legally authorized to work in the US? • Do you require visa sponsorship? • What is your desired salary? • How many years of experience do you have with [technology]? • Gender, ethnicity, veteran status, disability status (EEO questions) • And any custom question you want to pre-answer When AutoFill runs, it matches form labels to your saved answers first — before involving AI at all. This makes common fields like name, phone, email, and work authorization instant and 100% accurate. You control exactly what gets filled. ───────────────────────────────────────── ★ RESUME BULLET IMPROVER ───────────────────────────────────────── Your resume bullets are generic. The job description is specific. This feature bridges that gap. Click "Improve Resume Bullets" after analyzing a job and the extension will: 1. Pull every bullet point from your resume's experience section 2. Rewrite each one to better match the language and priorities of the specific job you're applying for 3. Show you the before and after side by side so you can compare 4. Let you edit the rewritten version directly in the panel 5. Let you regenerate any bullet with one click if you want a different angle For each bullet, you control which missing skills the AI should try to work in — and which ones to leave out entirely. Click any skill chip to exclude it, and the regenerated bullet will not mention that skill under any circumstances. This gives you precise control over how your resume is positioned for each role. You can also add brand-new bullets from scratch using the custom bullet generator — describe what you did in plain language, pick which experience section it belongs to, and the AI turns it into a polished, action-verb-led bullet point. Include/exclude toggles let you choose exactly which bullets make it into the final tailored resume download. ───────────────────────────────────────── ★ TAILORED RESUME DOWNLOAD ───────────────────────────────────────── Once you've improved your bullets, click "Generate Tailored Resume" to download a version of your resume customized for that specific job. The extension edits your original DOCX file directly — replacing bullet text and inserting new bullets in the right sections — while preserving all your formatting, fonts, and layout. No reformatting required. The downloaded file is automatically named after the company (e.g. resume_Acme_Corp.docx) so you always know which version is which. Important: This feature requires a DOCX resume (not PDF). The raw file bytes are stored locally in your browser — they are never sent to any server. The editing happens entirely in your browser. ───────────────────────────────────────── ★ COVER LETTER GENERATOR ───────────────────────────────────────── Generate a tailored cover letter for any job in one click. The cover letter is based on the actual job posting — not a generic template. It uses your resume profile (experience, skills, name) and the specific job title, company name, and location extracted from the page. The result appears directly in the panel where you can copy it, edit it, or regenerate it. It aims for professional and specific rather than flowery and vague. ───────────────────────────────────────── ★ JOB TRACKER ───────────────────────────────────────── Keep track of every job you've looked at or applied to without leaving your browser. • Save Job — bookmarks any job with its title, company, location, salary, match score, and URL • Mark as Applied — moves a job to your applied list with a timestamp • Notes — add free-text notes to any job posting (interview dates, recruiter names, follow-up reminders) • Saved Jobs tab — view all your saved and applied jobs in one place, with one-click navigation back to the posting ───────────────────────────────────────── ★ MULTIPLE RESUME PROFILES ───────────────────────────────────────── If you're applying for different types of roles, you can maintain up to 3 separate resume profiles. Switch between them with one click directly from the panel. Each profile stores its own resume file, parsed data, and Q&A answers independently. ───────────────────────────────────────── ★ HOW TO GET STARTED ───────────────────────────────────────── 1. Install the extension — a small star button will appear on every page 2. Click the star to open the JobMatch AI panel 3. Go to Profile and upload your resume (PDF or DOCX) 4. Go to Settings and enter your AI API key 5. Go to the Q&A tab and pre-save answers to common application questions 6. Navigate to any job posting and click "Analyze Job" That's it. From that point on, every job you visit can be analyzed, autofilled, and applied to faster than before. ───────────────────────────────────────── ★ WORKS ON VIRTUALLY ANY JOB SITE ───────────────────────────────────────── JobMatch AI works on any job posting page — not just a fixed list of supported sites. It has been tested extensively on LinkedIn, Indeed, and several other job application pages. Because the extension reads page content rather than relying on site-specific scrapers, it adapts to new sites without needing updates. ───────────────────────────────────────── ★ PRIVACY & YOUR DATA ───────────────────────────────────────── Your data never touches our servers — because we don't have any. • Everything is stored locally on your device using Chrome's built-in storage API • Your resume, Q&A answers, and saved jobs stay on your machine • The only data that leaves your device goes to the AI provider you configured, directly from your browser to their API — not through us • Your API key is stored locally and is never transmitted anywhere except to the provider's own endpoint • No analytics. No telemetry. No tracking. No ads. You can delete everything at any time from the Profile page, or by removing the extension entirely. ───────────────────────────────────────── ★ FREQUENTLY ASKED QUESTIONS ───────────────────────────────────────── Is JobMatch AI free? The extension itself is free. You need an API key from an AI provider to use the AI features. Many providers offer free tiers with generous limits — enough to analyze dozens of jobs and generate multiple cover letters and tailored resumes without spending anything. Which AI provider should I use? Any provider with a compatible API works. Several offer free tiers that are more than sufficient for regular job searching. Check the Settings page inside the extension for the full list and links to get a key. Does it work on sites that use iframes for applications? Yes. The extension includes special support for job applications embedded in iframes — common on sites powered by Greenhouse, Lever, and similar applicant tracking systems. Can I use it without uploading my resume? You can open the panel and use basic features, but the analysis and autofill will be much less accurate without it. The resume gives the AI the context it needs to make relevant suggestions and fill forms correctly. Does it modify my original resume file? No. The Tailored Resume feature downloads a new copy with your selected changes. Your original file stored in the extension is never modified. What if the AI fills something incorrectly? Always review every autofilled field before submitting. The extension marks every field it touched with a small badge so you can find them quickly, and shows a reminder warning after each autofill session. ───────────────────────────────────────── JobMatch AI is open source. Feedback and contributions are welcome on GitHub. privacy policy: https://wadekarg.github.io/JobMatchAI/privacy-policy.html github repo: https://github.com/wadekarg/JobMatchAI