Personalized Job Matches

See Your Real Fit Before You Apply

AI ranks every job by how well it actually fits your background — and shows you the strengths and gaps for each role. Stop spraying applications. Focus on the ones where you're competitive.

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Free with Bronze. Personalized matches and per-job relevance scores on every listing.

Beyond Keyword Search

The matching model reads the full job description and your full resume. Related technologies count. Transferable skills count. Context counts.

A relevance percentage on every job

A single score that tells you how closely your background aligns with the role. No more guessing whether you're a fit — you'll know before you click Apply.

Strengths and gaps, spelled out

Expand the score and see exactly which parts of your experience make you a strong candidate — and which requirements you may not have highlighted. Use the gap list to sharpen your application for stretch roles.

Ranked job board, automatically

Upload your resume once and the entire job board reorders to surface roles where you're actually competitive. Matches refresh as new jobs come in.

How Personalized Matching Works

1

Upload your resume

PDF, DOCX, or paste a LinkedIn URL. We parse your work history, skills, education, and seniority once.

2

Browse and see your score

Open any job and a relevance percentage loads at the top of the page along with a strengths and gaps breakdown.

3

Apply where it counts

Focus on high-fit roles and use the gap list to address weak spots in your application — instead of submitting the same generic resume everywhere.

Frequently Asked Questions

How do personalized job matches work?
When you upload a resume to your profile, the AI compares your skills, experience, and seniority against every active job posting and ranks the ones where you're a real fit. Match quality goes beyond keyword search — related technologies, transferable skills, and equivalent experience all count toward your score.
What is the per-job relevance score?
On every job listing you'll see a relevance percentage that tells you exactly how well your background aligns with that specific role. Click to expand and you'll see a list of your Strengths (where your experience makes you a strong candidate) and Gaps (where the role asks for skills or experience you may not have highlighted). It's the same analysis a thoughtful recruiter would do — only it runs in seconds on every job you view.
Is job matching free?
Yes. Personalized job matches and per-job relevance scores are included with the free Bronze plan. Upload your resume, and matching runs automatically across the job board.
Do I need to be logged in?
Yes — matching requires a resume on file so the AI knows who it's matching against. You can sign up free with a single click, upload a resume (PDF, DOCX, or LinkedIn URL), and matches start appearing right away.
How accurate are the scores?
The scoring model reads the full job description and your full resume — not just keywords — so it picks up on things like "the candidate built distributed systems in Rust, the job asks for Go experience, but the systems concepts are the same." Results are cached per job, so re-visiting a listing is instant.
Can I use the AI assistant to dig deeper on a match?
Yes. Once you're on a job page, the AI chat assistant (available on the Silver plan) knows which job you're viewing. Ask it to run a gap analysis, draft a tailored cover letter, or prep you for the interview, and it works from your real resume + the actual job description.

Ready to Find Your Next Role?

Everything you need to land the role, in one place: smart matching, AI resume tools, mock interviews, and company insights.

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