ChatGPT CV and cover letter: how to use it, and where it stops

• Turning duties into achievements: “worked on the tills” becomes a bullet that starts with a verb and, if you supply one, a result.
• Writing the personal statement: three or four lines under your contact details that say who you are and what you're aiming for.
• Reading the job advert for you: essential criteria, desirable criteria, tools and job titles, in the employer's own words.
• Cutting: a three-page CV down to two, a rambling profile down to four lines.
• Proofreading: spelling, grammar, tense, and the American spellings that slip in.

The Free plan is enough for all of that, and OpenAI publishes its own “CV Generator by ChatGPT” page. If you're confident with Word or Google Docs, it's a useful assistant. What it doesn't give you is a finished, checked CV you can upload today.

1. Set the rules first: tell ChatGPT you're applying in the UK, that you want British English and a CV (not a resume), and that you'll work section by section.
2. Give it your raw facts: employers, job titles, towns, dates, qualifications with grades, tools, and two or three results you can prove. It knows nothing else about you.
3. Follow the usual UK sections: contact details, a short introduction or personal statement, work history (most recent first), education, skills, and references. The National Careers Service lists the same sections.
4. Paste the job advert and ask which of your experiences match each essential criterion. Tailoring each CV to the advert is what gets interviews.
5. Check every line against your notes, and delete what you can't back up.
6. Lay it out and export elsewhere: a clean template, a readable font at 11 points or more, then a PDF you test before applying.

Leave out your age, date of birth, marital status, nationality and photo: the National Careers Service says not to include them, and UK employers don't expect them. For the top of the page, see our guide to the CV personal statement; for the skills section, skills for a CV.

Every prompt below gives ChatGPT real material, a single task, and firm limits. Swap in your own details.

OpenAI's own guide to writing a cover letter with ChatGPT has three steps: give it the details (your experience, key skills, what the job description asks for), refine the first draft, then turn it into a reusable template. The weak point is the template step: a covering letter reused across applications reads exactly like one. Three habits fix most of it.

• Give it one real fact about the employer: a project, a new site, a value from their careers page. Without it, the opening could be sent to anyone.
• Set the length: three or four short paragraphs on one page. ChatGPT tends to run long.
• Rewrite the first and last lines yourself: that's where hiring managers notice the AI voice. Use “Yours sincerely” when you've named the person, “Yours faithfully” after “Dear Sir or Madam”.

For the closing paragraph and sign-off, see how to end a cover letter, and for a full letter to adapt, our sample cover letter for a job application.

Layout. ChatGPT gives you sentences. You still have to choose a template, line up dates, keep headings consistent and fit everything on two pages at most. It's editing work, not chat work.

Export. You copy the text into Word, Google Docs, Canva or a CV builder, and redo the formatting for every version you send. For a design-first option, read our review of Canva CVs.

The ATS check. Many employers and agencies receive CVs through an applicant tracking system (ATS), which extracts the text before anyone searches it. ChatGPT never sees your final PDF, so it can't tell you whether a two-column layout, icons or a text box will scramble that extraction. Test the file itself with an ATS CV checker.

No one can see which tool wrote your CV. What they notice is the result: vague achievements, the same stock phrases as the last fifty applicants, American spellings on a UK application. AI help with wording is fine. A CV that claims things you can't talk about at interview is the real risk, because the interviewer will ask.

ChatGPT plans checked on 31 October 2026 on OpenAI's pricing page; we couldn't load the UK version in pounds, so check the current price there before you subscribe. What ChatGPT does better: it's more flexible and helps with everything else in a job search (your LinkedIn headline, a follow-up email, interview questions to ask). What a dedicated tool does better: hand you a finished, formatted CV that has been checked.

Kandiq's AI uses credits: 5 when you sign up, 2 per cover letter, 5 to tailor a CV to an advert. The ATS score is not produced by AI: fixed rules calculate it, so the same file always gets the same score.

• ChatGPT is enough if you're sending a few applications, you can format a document, and you only want to improve your personal statement or a few bullets.
• A CV builder saves time if you're applying widely, want a tailored version per advert without copying and pasting, or need to know an ATS will read the file.
• Use both if you like drafting in ChatGPT: import the result and finish the layout and the check in the builder.

Kandiq imports a CV from a PDF or Word file, or from your LinkedIn profile's PDF export, and shows you anything it didn't recognise. See the CV builder page.