CV-Fit

AI CV tailoring grounded in your real experience

by Kayleigh Jast

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Oct 14, 2026 Productivity

ai technology career development experience tailoring job matching resume optimization

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About

I built CV-Fit because AI resume tools kept inventing experience I never had. CV-Fit tailors your CV to each job using only what you've actually done. It builds an Experience Knowledge Graph from your history, scores your fit against roles from about 10k+ US and Canada tech jobs, and rewrites your CV with zero hallucination, so every line is backed by real evidence. There's a free Community plan, and Pro Career Graph is $9.99/month.