CVwise is an AI-powered job application suite. You can build a professional CV from scratch using the guided 5-step CV Builder, or upload your existing PDF or DOCX file. Paste any job posting URL from LinkedIn, Indeed, Glassdoor, or any board, and Claude AI rewrites your CV to match the role — improving ATS scores and keyword alignment. Pro users also get AI cover letter generation and full version history. The app is installable on mobile as a PWA.

Can I create a CV from scratch with CVwise?

Yes. CVwise includes a guided CV Builder that lets you create a professional CV from scratch in 5 steps: personal info, work experience, education, skills & languages, and a live preview. You can save up to 5 CV drafts. Once your CV is ready, send it directly to the AI Optimizer to tailor it for any specific job posting.

Yes. CVwise has a free plan with 3 AI optimizations per month, PDF export, job URL scraping, and ATS score. Pro plans start at $11.99/month for 50 optimizations plus DOCX export and cover letter AI.

What AI model does CVwise use?

CVwise uses Claude Haiku for fast CV and job description parsing, and Claude Sonnet (Anthropic) for high-quality CV optimization — one of the best instruction-following AI models available.

Which job boards does CVwise support?

CVwise supports LinkedIn, Indeed, Glassdoor, Greenhouse, Lever, Workday, and most other job boards via AI-powered URL scraping.

Does CVwise help pass ATS filters?

Yes. CVwise analyzes the job description for required keywords and rewrites your CV to include them naturally. It shows you a keyword match score (0-100) so you know exactly how well your CV aligns with the applicant tracking system requirements.

Can CVwise generate a cover letter?

Yes. CVwise Pro includes AI cover letter generation. It uses the Problem-Solution framework recommended by hiring professionals — starting with a strong hook, demonstrating value with measurable achievements, and closing with a confident call to action. The cover letter is tailored to the specific job and company.

Is CVwise good for finance and HR professionals?

Yes. CVwise works for all industries including finance (financial analysts, CFOs, FP&A, investment banking, accounting) and HR (talent acquisition, recruiting, HR management). The AI understands industry-specific keywords and optimizes your CV accordingly.

What is a Harvard CV format?

The Harvard CV format follows Harvard OCS (Office of Career Services) guidelines: Times New Roman font, 11-12pt, 1-inch margins, reverse chronological order, no photos or graphics. CVwise Pro can generate your optimized CV in Harvard format — ideal for consulting, academia, and top-tier employer applications.

Is CVwise safe for uploading my CV?

Your CV is processed securely and used only for the optimization session. CVwise does not share or sell your CV data to third parties. You can delete your data at any time from your account settings.

What ATS systems does CVwise optimize for?

CVwise optimizes for major ATS platforms including Workday, Greenhouse, Lever, iCIMS, Taleo, BambooHR, and LinkedIn. It analyzes keyword density, formatting compatibility, and section structure.

How does CVwise compare to Teal or Rezi?

CVwise uses Claude AI for deeper contextual optimization — not just keyword matching. Unlike Teal or Rezi, CVwise also generates tailored cover letters and provides interview Q&A preparation.

What file formats does CVwise accept?

CVwise accepts PDF and Word (.docx) CV files. For best results, use a clean single-column or two-column CV format.

CVwise User Guide – How to Optimize Your CV with AI

Video Guide

Video walkthrough coming soon.

Step-by-Step Guide

Upload Your CV

Click 'Upload CV' on the main page and select your CV file. We accept PDF and DOCX formats up to 10 MB. Don't have a CV yet? Use the 'Create from Scratch' tab to build one with our guided form.

CVwise auto-detects the language of your uploaded CV. If you are building a CV from scratch, select the language you will write in before starting.

Enter the Job Description

Paste the job posting URL, paste the full text directly, or upload the job description as a PDF/DOCX. CVwise extracts the role, required skills, and key phrases automatically.

Tip: The more complete the job description, the more targeted the optimization.

Choose Your Format (Optional)

Check 'Use Harvard CV Format' if you are applying to academic, research, or law positions. Harvard format emphasizes publications, education, and research experience over a traditional chronological layout.

Optimize

Click 'Optimize CV'. Our AI — trained on 1,000+ top-tier CVs and informed by expert HR consultants — rewrites your CV to match the job description, pass ATS filters, and highlight your strongest points.

This step takes about 30–60 seconds. Free plan includes 3 optimizations per month. You can also select the output language before optimizing — the default is English. Your optimized CV will be generated in whichever language you choose.

Review & Download

Review the optimized CV side-by-side with the original. Check the match score and ATS keywords. When satisfied, download as PDF (all plans) or DOCX (Pro). Pro users can also export in Harvard format.

Generate a Cover Letter (Pro)

Pro users can click 'Generate Cover Letter' after optimization. CVwise writes a tailored, recruiter-tested cover letter in the language of your CV, adapted to the job posting. Export as DOCX for easy editing.

Pro feature. Upgrade at cvwise.apptechno.net/pricing.

Quick Tips

Always tailor your CV for each application — generic CVs score lower.
Use the ATS keyword panel to see which job keywords are missing from your CV.
Keep your CV to 1–2 pages; the AI will flag overly long sections.
If a PDF parses poorly, try uploading as DOCX.
Check Version History to compare past optimizations side-by-side.

Frequently Asked Questions

Is my CV data stored securely?

Yes. Your CV is processed in memory and saved only to your personal account. We never share or sell your data. See our Privacy Policy for details.

What is the free plan limit?

Free plan includes 3 CV optimizations per month and PDF export. DOCX export, cover letter generation, and AI chat editing require a Pro plan.

Can I use CVwise on mobile?

Yes. CVwise is a Progressive Web App (PWA). Tap 'Install' in the browser menu to add it to your home screen for a native app experience.

What is ATS and why does it matter?

ATS (Applicant Tracking System) is software used by companies to filter CVs before a human reads them. CVwise optimizes keyword density and formatting so your CV passes ATS filters.

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How to Use CVwise