Sending the same résumé to every job is why so many good candidates never hear back. Screening software and recruiters both look for a match to this role, and a generic CV matches nothing in particular. Tailoring used to take an hour per application. With a free AI tool, it takes a few minutes — and you can do it without inventing anything.
The workflow
Keep one honest base CV in a Google Doc with everything you've actually done. Then, per application:
- Paste the job description and your base CV into a free AI chat (Claude or ChatGPT's free tier both work).
- Ask: "Which requirements in this job are missing or weak in my CV? Only use what's already there — don't invent experience."
- Ask it to rewrite the relevant bullets to lead with the outcome and use the language of the job description.
- Read every line. Cut anything that isn't true. Keep your own voice.
That's it. You end up with a version that speaks to the specific role, built from real experience.
The AI rewrote a bullet to say you 'led' a project you only contributed to. What now?
The line you don't cross
AI makes it easy to exaggerate. Don't. A tailored CV gets you the interview; an inflated one gets you found out in it. The goal is to present real experience clearly, not to manufacture experience you don't have.
A tailored CV gets you the interview. An inflated one gets you found out in it.
Which is exactly why the content matters more than the wording. The best tailoring in the world can't rescue a CV with nothing real on it.
Give it something real to tailor
If your bullets feel thin, the fix isn't better phrasing — it's better material. One finished, verifiable project gives the AI (and the recruiter) a genuine outcome to lead with.
Tailor honestly, check every line, and make sure there's something real under the words.