JobFit AI is a free no-login ATS resume matcher. Paste one resume and one target job description to get a match score, missing keywords, ATS risks, evidence-based rewrite prompts, a cover letter draft, and interview questions. The MVP is tuned for analyst applications and does not create a saved resume profile.
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Hunter
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I built JobFit AI because most candidates need a fast first pass before applying, not another opaque score. The workflow compares a resume with one exact job description, then turns missing keywords and ATS risks into edits the user can review. Feedback on the matcher, privacy wording, and analyst-focused reports is very welcome.
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How does it handle industry-specific jargon for roles outside of analyst positions, and is there a plan to expand the keyword matching beyond that niche?
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How does it actually decide which keywords are "missing" since different job descriptions weight skills so differently, and does the match score change much if I paste a slightly tweaked version of the same JD?
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Tried it with a finance analyst resume and the missing keywords section actually flagged stuff I had buried in a different section, which was a useful nudge. The cover letter draft felt generic though.
How does it handle industry-specific jargon for roles outside of analyst positions, and is there a plan to expand the keyword matching beyond that niche?
How does it actually decide which keywords are "missing" since different job descriptions weight skills so differently, and does the match score change much if I paste a slightly tweaked version of the same JD?
Tried it with a finance analyst resume and the missing keywords section actually flagged stuff I had buried in a different section, which was a useful nudge. The cover letter draft felt generic though.