LinkedIn Job Fitment Score

Score LinkedIn jobs against your CV with AI, see a fitment %, and generate a tailored CV or cover letter.

LinkedIn Job Fitment Score reads the jobs on your LinkedIn Jobs search page and scores each one against your CV, so you can focus on the roles you actually fit. Features • Upload your CV (.docx) once and score a whole page of jobs in one click. • A blue fitment % appears next to each job; results are ranked in the side panel with a one-line reason. • Scoring weighs keyword/skill match, job function, and industry fit. • "Improve CV" rewrites your CV's wording to better match a specific job (keeps your formatting) and re-scores it. • "Generate cover letter" writes a tailored one-page cover letter as a Word document. • Sign in with Google. New users get free credits to try it. How it works You sign in, upload your CV, and click "Get Fitment Score" on a LinkedIn Jobs page. Scoring and document generation run on our secure backend.