Stop scrolling
job boards.
Start hearing back.
JobRover scrapes 10+ job boards, scores every role against your actual resume, and writes cover letters only for the ones worth applying to. One tap. No busywork.
The problem
Job hunting eats your week, and most of it is wasted
The work of finding a good-fit job — reading descriptions, comparing them to your experience, writing a real cover letter — is the same repetitive task done a hundred times. It's exactly the kind of work a machine should do.
15 hours a week, mostly wasted
You read twenty listings, three look interesting, and you spend the rest of the time copy-pasting your resume into forms that nobody reads.
Cover letters for jobs you're not right for
Generic cover letters go to the bottom of every pile. Tailored ones take 30 minutes each. The math doesn't work.
Missing roles on boards you don't check
The best role posted this morning might be on a board you've never heard of. Nobody has time to check ten sites every day.
How it works
Three steps, then you get your evenings back
Upload your resume
Drop in your resume as a PDF. Claude reads it and pulls out your experience, skills, and education — no forms to fill in.
Run the pipeline
Tap once. JobRover scrapes 10+ boards in parallel, filters dead listings, and streams progress live to your phone.
Review scored matches
Every fresh job gets a 0–100 fit score and a plain-English summary. High-fit roles come with a tailored cover letter ready to send.
Features
Built to remove every step that wasn't helping you
Resume-aware fit scores
Claude reads your full resume and the full job description. Scores reflect real fit — not keyword bingo.
10+ boards, one tap
Dice, WeWorkRemotely, Remotive, Builtin, WorkingNomads, Levels.fyi, and more — all deduplicated automatically.
Cover letters on demand
Written only for high-fit roles so you get letters worth sending, not noise.
Live streaming progress
Watch each board get scraped and each job scored in real time on your phone. No spinner, no guessing.
Dead listing filter
Expired and broken postings are validated and dropped before they ever reach you.
Your threshold, your rules
Set the score cutoff for cover letters. You decide how picky JobRover gets on your behalf.
Early users
What people are saying
Illustrative quotes from early users
“I was spending three hours every morning on job boards before work. Now I run JobRover once, get a list of ten genuinely relevant roles, and the cover letters are 80% there.”
Priya R.
Product manager
“The fit score is the killer feature. I stopped applying to jobs where I was clearly missing half the requirements, and my response rate went up almost immediately.”
Marcus T.
Backend engineer
“I'm not technical at all. I uploaded my resume, hit the button, and got a screen full of jobs ranked for me. I didn't have to learn anything.”
Elena K.
Marketing lead
Pricing
Pick the version that fits how you work
Free
Self-hosted
- ✓Full open-source backend on GitHub
- ✓Run on Render free tier or your own machine
- ✓Bring your own Anthropic API key
- ✓Every feature, no limits, no account required
Pro
RecommendedHosted at jobrover.app
- ✓Hosted backend, set up in under two minutes
- ✓No server to maintain, no API keys to manage
- ✓14-day free trial included
- ✓Cancel anytime from the app, no email required
FAQ