
FitMyCV
Farirai Masocha / March 1, 2025
FitMyCV: Tailor Your CV to Any Job in 47 Seconds
FitMyCV is an AI-powered platform that transforms generic resumes into job-specific, ATS-optimized CVs and cover letters. Paste a job listing URL, and FitMyCV rewrites your CV with the right keywords, structure, and language to pass automated screening systems and impress recruiters.
The Problem
Most job seekers send the same CV to every employer. But 75% of applications are rejected by ATS (Applicant Tracking Systems) before a human ever reads them. Manually tailoring each application takes an average of 3.5 hours — and after dozens of rejections, burnout sets in fast.
How It Works
- Paste a Job URL — Drop a link from LinkedIn, Indeed, Glassdoor, or any job board.
- AI Tailors Your CV — FitMyCV extracts the job requirements and rewrites your CV with matching keywords woven in naturally.
- Download & Apply — Get your tailored CV and a custom cover letter as polished PDFs, ready to submit.
Key Features
ATS Keyword Optimization
The AI extracts requirements from job postings and weaves them naturally into your CV, dramatically improving your chances of passing automated screening.
AI Cover Letter Generation
Every tailored CV comes with a personalized, role-specific cover letter generated in seconds — no more staring at a blank page.
Match Score Analysis
See exactly how well your CV matches each job with an ATS compatibility score (0–100%) and actionable suggestions to close the gap.
Company Research & Interview Prep
When you paste a job link, FitMyCV automatically generates a company research brief with insights on the company, role expectations, and interview prep tips.
Professional PDF Templates
Choose from six professionally designed templates — Minimal, Executive, Creative, Tech, Classic, and Bold — each optimized for different industries.
Tech Stack
- Frontend: Next.js 16, React 19, Tailwind CSS v4
- AI: OpenAI GPT-4o-mini for CV tailoring and cover letter generation, Groq for job parsing
- Database: MongoDB with Mongoose
- Auth: NextAuth.js with Google OAuth
- PDF: jsPDF for generation, unpdf for parsing uploaded resumes
Results
FitMyCV takes the average application time from 3.5 hours down to under a minute. Users consistently report higher callback rates after switching from generic CVs to AI-tailored applications.
Visit FitMyCV to start tailoring your next application.