ChatGPT prompts for your CV that keep it true

Give the chatbot your real CV and the job ad, tell it to use only facts from your CV, and make it ask you for missing details instead of guessing. The eight prompts below work in ChatGPT, Claude and Gemini. Remove your contact details and ID numbers first, and check every line before you use it.

By Paul and the c-v.ai team, drawing on years of hiring across industries and of writing CVs professionally. Published 10 November 2026.

Before you paste anything

A chatbot doesn't need to know who you are to improve your CV. Make a copy of your CV text and remove:

your name, phone number, email address and home address;
ID numbers of any kind, such as a passport, national ID, National Insurance or Social Insurance number;
your date of birth, and your photo if the CV has one;
names and contact details of your referees.

Replace them with placeholders such as [Name] and [Phone], and put them back when you make the final document. Then check the chatbot's settings:

ChatGPT. OpenAI says that on ChatGPT Free, Plus and Pro, sharing your chats to improve its models is on by default. You can turn off "Improve the model for everyone" in the data controls. Temporary chats aren't used to improve its models and may be kept for up to 30 days for safety.
Claude. Anthropic lets you choose in the Model Improvement privacy setting whether your chats are used to improve Claude. Incognito chats aren't used for this.
Gemini. Google asks you not to enter confidential information you wouldn't want a human reviewer to see. With Keep Activity off, future chats aren't used to train its models unless you send feedback.

Settings change, so check them on the day. Our guide on whether it's safe to put your CV into ChatGPT goes further.

How to use these prompts

Paste the ground rules first, in the same chat as everything else. Then use one prompt at a time and read each answer before you move on. Square brackets show what to replace. The prompts are written for ChatGPT, and they work the same way in Claude and Gemini.

The prompts

1. Set the ground rules

I'm going to share my CV and ask for help improving it. Rules for this whole chat: use only facts that are in my CV or that I tell you. Never add a skill, job, qualification, number or result I haven't given you. If a detail would help, ask me a question instead of guessing. Write in [British/American] English for jobs in [country]. When you change a line, show the original next to the new version. Reply "Understood" and wait for my CV.

2. Review the wording

Here is my CV: [paste CV]. Review the wording only. Point out lines that are vague, too long, repeated or written as duties rather than results. For each one, suggest a clearer version that keeps the same facts. Put any questions you need me to answer at the end, and don't change the facts.

3. Tailor it to a job ad

Here is the job ad: [paste ad]. First, list what the role asks for in three groups: must-haves, themes the ad repeats, and nice-to-haves. Then show where my CV already gives evidence for each one, and where it doesn't. Suggest changes to my summary and the order of my bullet points so the strongest evidence comes first. Use the ad's terms only where they accurately describe what I did. Don't add anything I can't back up.

The ad describes the employer's needs, not your experience, so it should never be the source of a claim about you. Our guide to tailoring a CV to a job description explains each step.

4. Shorten it

My CV needs to fit on [two pages / one page]. Suggest what to cut or shorten, starting with older and less relevant roles. Keep every line that gives evidence for the must-haves in the job ad. Show me a list of cuts first and wait for me to agree before you rewrite anything.

5. Turn duties into achievements

Here are some bullet points from my CV that describe duties: [paste bullets]. Help me turn each one into an achievement. For each bullet, ask me up to three short questions about scale, results or feedback, such as how many, how often or what changed. Wait for my answers. Then rewrite each bullet using only what I told you. If I don't know a number, write the bullet without one. Never estimate.

Canada's Job Bank advises highlighting achievements with specific examples instead of listing responsibilities. This prompt gets you there without the chatbot guessing your numbers.

6. Write a short personal statement

Using only my CV, write three versions of a personal statement of two or three sentences for a [job title] role. Each one should name the kind of role, my strongest relevant evidence and one skill the job ad asks for that my CV proves. No clichés such as "hard-working team player", and no claims that aren't in my CV.

7. Check for formatting that software reads badly

Here is the text of my CV as it comes out when I copy it from the PDF: [paste text]. Check it for problems applicant tracking systems often have: contact details missing from the top, headings that are unusual or missing, jobs whose lines are mixed up, text that looks like it came from a table or a text box, dates in different formats, and symbols or icons in place of words. List each problem and how to fix it. Don't rewrite the content.

Paste the text you copied out of your PDF, not your original document. That shows the chatbot what software actually reads. JobHelp, the UK Government's job-search service, also advises against pictures, tables and diagrams, and recommends standard headings.

8. Final check for anything invented

Compare the final version of my CV with the original I gave you at the start. List every fact, number, skill, job title, date or qualification in the final version that isn't in the original or in my answers to you. List any line where the meaning has changed. Don't fix anything, just list it.

Go through the list and remove or correct each item yourself. This step matters most, because chatbots can produce plausible details that aren't yours.

A worked example

Daniel Mensah, a fictional customer service adviser, has this bullet point on his CV:

Responsible for answering customer calls.

He uses prompt 5. The chatbot asks how many calls he took on a typical shift, what the calls were about, and whether anything he did was recognised. Daniel answers that he took around 40 calls a shift, mostly billing questions, and that his team leader asked him to show two new starters how the call system worked. The rewritten bullet:

Answered around 40 billing calls a shift and showed two new starters how to use the call system.

Every detail came from Daniel. If he hadn't known the number, the right answer was a bullet without one, such as "Answered billing calls and showed new starters how to use the call system". Prompt 8 then confirms that nothing else was added.

Where chatbots tend to go wrong

Invented numbers. Asked to "add metrics", a chatbot may write a percentage that sounds right. Your prompts should forbid estimates.
The wrong country's habits. Without instructions, you may get US spelling, a one-page résumé or an objective statement. Name the country and spelling in the ground rules.
Copying the ad. Whole phrases from the job ad say nothing about you, and recruiters notice.
Lost formatting. Text pasted back from a chat can carry odd symbols and spacing. Put the final text into a clean layout and test the PDF before you send it.

When an app like c-v.ai is easier

A chatbot is a good choice if you need one CV, you are happy writing prompts and you will format the document yourself. It also suits you if you work on Android or a computer, or need a cover letter, which c-v.ai doesn't write in its current version.

c-v.ai is easier when you apply for several jobs and don't want to repeat these steps each time. The rules above run as checks in the app. Every suggested change has to quote the CV lines it's based on, changes that add numbers your CV doesn't contain are rejected, and a second AI check discards unsupported changes. The job ad is never treated as evidence about you. Contact details and your photo are left out of reviews and tailoring, each job gets its own saved version, and every PDF is checked on your iPhone for what applicant tracking systems need. AI can still make mistakes, so you approve each change. The c-v.ai and ChatGPT comparison sets the two side by side.

Questions

What is the best ChatGPT prompt for a CV?

One that gives the chatbot your full CV and the job ad, tells it to use only facts from your CV, and asks it to put questions to you instead of filling gaps. Start with the ground-rules prompt on this page, then ask for one task at a time.

How do I stop ChatGPT making things up on my CV?

Tell it to use only facts in your CV, to ask you for any number or detail it would need, and to mark anything it changed. At the end, ask it to list every claim that isn't in your original CV. Remove or correct those lines yourself.

Is ChatGPT, Claude or Gemini better for a CV?

All three can improve CV wording when you give them good material and clear rules. The result depends more on your prompt and your checking than on the chatbot. Compare their privacy settings before you paste personal details.

Can ChatGPT check if my CV is ATS-friendly?

It can spot formatting habits that often cause trouble in text you paste in, such as tables or contact details in a header. It can't see how your PDF's text actually reads back. For that, copy the text from your PDF into a plain text editor, as our ATS-friendly CV checklist explains.

Is it safe to paste my CV into ChatGPT?

Remove your contact details and any ID numbers first, and check the chatbot's data settings. In ChatGPT Free, Plus and Pro, sharing your chats for model improvement is on by default and can be turned off. Our guide on putting your CV into ChatGPT covers the details.