Match analysis & job-tailored CV downloads

How scoring works inside a session, and downloading a CV rewritten for one specific job.

Updated Jul 24, 20261 min readJob Applications & Match Analysis

Match analysis & job-tailored CV downloads

Running a match analysis

Inside a job application session, running the match analysis scores your selected CV against that session’s job description and returns a percentage score, a summary, category breakdowns, specific improvements, and your CV’s existing strengths — the same scoring engine used by the free ATS Resume Checker, but saved permanently to the session.

Match analysis is not run automatically — you trigger it explicitly, and the credit cost and your remaining balance are shown before it runs.

Downloading a CV tailored for this specific job

Once a match analysis exists, you can generate a rewritten version of your CV specifically for that job — the AI applies the improvement suggestions from your match analysis to produce a new CV, which is also automatically saved to your CV library.

  • PDF — available to any signed-in user with remaining credits or free allowance.

  • Word (.docx) — a premium feature. Whether an account can export Word documents is controlled by admin-configured feature entitlements tied to your plan, not a fixed rule — see Passes, credit packs & pricing.

You will always see the exact cost and your remaining balance in a confirmation step before a tailored CV is generated.