FAQ
Answers about VermakCV, AI resume tailoring, match scoring, ATS resume generation, BYOK mode, and private resume data.
An AI resume tailor is a tool that compares your resume with a job description and helps rewrite, prioritize, or generate resume content for that specific role. VermakCV adds match scoring, gap analysis, review steps, and ATS-ready generation.
VermakCV sends the resume and job description to the configured LLM analysis provider and asks for structured requirement matching, evidence, gaps, confidence, and a match score. The score comes from the model response, not from manual backend scoring.
No. VermakCV does not manually score resumes in the backend. The app requests structured analysis from the selected AI model and displays the returned match score with supporting evidence.
Yes. VermakCV can generate ATS-ready resumes after analysis and review. The generated output uses clear sections, standard headings, and simple formatting that is easier for applicant tracking systems to parse.
No. VermakCV should not invent work experience, employers, dates, credentials, or metrics. It highlights missing facts and asks the user to confirm facts before those details are used.
Yes. The Improve flow lets you add missing factual experience, clarify weak evidence, and re-score the analysis before generating a final resume.
VermakCV can suggest safer business outcome wording such as improved reliability, reduced manual work, or increased consistency. It should not create fake numbers when exact metrics are not available.
VermakCV supports saved BYOK credentials for supported providers. Provider availability depends on the adapters implemented in the app and the model configured by the user.
Resume uploads, job descriptions, analysis results, generated resumes, and BYOK settings are private authenticated app data. Public SEO pages do not expose user-uploaded material.
A normal resume builder usually starts from templates. VermakCV starts from a target job description, analyzes fit, identifies gaps, helps improve factual evidence, and then generates ATS-ready output.
VermakCV gives a repeatable workflow for resume-job analysis, match score review, missing fact collection, re-scoring, generated resume history, and downloads. It keeps the process structured instead of relying on one-off prompts.
Analyze your resume, improve confirmed facts, re-score the result, and generate an ATS-ready resume for your next application.
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