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ChatGPT for your CV: 7 prompts that actually work

Use ChatGPT as a CV editor, not a ghostwriter. Here are 7 concrete prompts to improve bullet points, surface ATS keywords, and stress-test your CV against a real job ad.

MatchMyCV Team May 28, 2026 6 min read

ChatGPT can dramatically improve your CV — if you treat it as an editor, not a ghostwriter. Below are seven prompts you can copy, paste and adapt. Always sanity-check the output: ChatGPT happily invents experience you don't have.

1. Extract skills from a job ad

Prompt: 'Here is a job ad. List the 10 most important hard skills and 5 soft skills the company seems to care about, ranked by how often they appear. [paste ad]'

2. Gap analysis against your CV

Prompt: 'Compare this CV against this job ad. List skills and keywords that appear in the ad but are missing from the CV. Be specific. [paste CV] [paste ad]'

3. Rewrite a weak bullet point

Prompt: 'Rewrite this CV bullet to be specific, results-oriented and quantifiable. Keep it under 25 words and don't invent numbers — leave [X] where I should fill in data. Bullet: ...'

4. Surface ATS keywords

Prompt: 'From this job ad, list the exact phrases an ATS would likely index. Group them into: must-have skills, tools, certifications, soft skills.'

5. Tighten tone

Prompt: 'Rewrite the following CV section in a tone that is confident but plain, without buzzwords like "synergy", "dynamic", "go-getter". Keep the meaning, shorten by 20%.'

6. Self-check

Prompt: 'Act as a hiring manager for [role]. Read this CV and tell me the three weakest points and the three strongest, with one improvement suggestion each.'

7. Cover letter draft

Prompt: 'Write a 150-word cover letter using only facts from this CV, addressed to the company in this job ad. Plain, specific, no clichés.'

Will recruiters know I used ChatGPT?

Not if you edit the output instead of pasting it raw. Generic ChatGPT phrasing ('I am a passionate professional…') is easy to spot — rewrite in your own voice.

Is it safe to paste my CV into ChatGPT?

Most data is used for training unless you disable history. Remove address, phone number and any client names before pasting if you're cautious.

Can ChatGPT score my CV against an ATS?

It can simulate it, but the result isn't reliable. A dedicated tool that actually parses your file gives you a more accurate score.

Put this into practice

Run your CV against a real job posting and see your score in 30 seconds.

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