“Can a tool know whether I’ll be rejected?” — fair question. The honest answer: kind of.
Rejection prediction is not magic. It’s reading the job description for the same filters a hiring manager uses, then matching them against your résumé. When the filters and your profile mismatch, you’ll be rejected. When they align, you’ll get an interview (or at least make the shortlist).
The accuracy comes from the specificity of the evidence, not from “predicting the recruiter.”
What the diagnostic actually checks
Four scored axes, each with the evidence pulled from your bullets and the JD itself:
1. Seniority
Reads your title, scope language, and team-size mentions. Reads the JD for level cues (IC3, mid-level, individual contributor, no reports). Tells you if the altitudes match.
2. Relevance
Reads the domain (B2C, B2B, fintech, mobility, healthcare). Reads the JD for the domain it operates in. Tells you if the read is “wrong industry” or “right industry, wrong product type.”
3. Execution signal
Counts execution verbs (ship, write, deploy) vs. strategic verbs (led, aligned, defined) in your bullets. Counts the same in the JD’s “you will” section. Tells you if your verb density matches.
Deep dive: execution verbs vs. strategic verbs
4. Keywords
The least important of the four — but yes, we still check it. Keyword match across listed skills. We don’t optimize for it; we report it.
Why it’s not magic — and why it still works
The diagnostic doesn’t see the actual hiring manager. It can’t predict every quirk of every individual reviewer. But hiring is patterned — most rejections come from 5 cause clusters, and those clusters show up consistently in the JD/résumé pair.
When the diagnostic says “high risk, cause: seniority mismatch, evidence: your last two titles read ‘Head of’,” it’s not guessing. It’s reading the same signals the recruiter will read in 6 seconds.
What you do with the verdict
The verdict is the input, not the output. The recommendations and bullet rewrites are the output. The whole point is:
- Stop applying with a résumé that will be rejected for fixable reasons.
- Make the surgical edits that change the read.
- Apply with a tuned version. See the response rate change in days.
Related reading
- Why does my resume keep getting rejected? — the five causes you’ll most often see in the verdict.
- Resume rejection reason analyzer — what each section of the diagnostic tells you.
- How to tell if a job application is worth submitting — using the verdict to triage your applications.