Understand the role
A resume matcher that shows its evidence.
Compare your CV with a complete job description. See recognized requirements, inspect related experience and decide where your application needs more detail.
Get started with CVFitHow it works
01
Choose a resume and role
Upload or paste your CV and confirm the employer’s full job description.
02
Review the match
Inspect skill coverage, confidence, missing requirements and the source excerpts behind related responsibilities.
03
Tailor and compare
Edit a job-specific copy, re-run the free analysis and compare it with your last Tracker save.
Required and preferred skills have context
CVFit separates recognized essential requirements from preferred skills. Missing information stays unavailable, and confidence describes how much comparable scoring information was found.
AI can help you express what you did
Optional AI review proposes rewrites and summary changes. Local source checks flag possible added facts, while you remain responsible for reviewing every suggestion. Manual editing and matching do not require an AI provider.
Common questions
Does the score predict an interview?
No. It summarizes assessed text signals, not hiring probability. Read the breakdown and compare the source excerpts before deciding what to improve.
Can CVFit understand every responsibility?
No. Matching uses bounded local action and context rules. Unusual wording, extraction errors and responsibilities outside those patterns can be missed.
Do I have to pay for AI to match a resume?
No. Core matching runs locally in the CVFit service. AI review is a separate optional action using your configured provider or available managed access.