ChatGPT Prompts for Your Resume: Tailoring, Review and ATS

What ChatGPT can do for your resume (and what it can't)

ChatGPT, Claude and Gemini are good at organising information, tightening weak sentences, spotting what a job posting really asks for and suggesting how your experience maps onto it. They get you past the blank page and give you a second pair of eyes on your resume (or CV, as it's usually called in the UK).

What they can't do is know what you've actually done. They only know what you put in the prompt, and when information is missing they tend to fill gaps with plausible-sounding details that aren't yours. So split the work: you supply the facts, the AI drafts and structures them.

What to give the AI before you ask for anything

• The full job posting, not just the job title. That's where the keywords and requirements come from.
• Your current resume or, if you don't have one, your raw experience: roles, dates, responsibilities, education, certifications and tools.
• Real details you can back up: team sizes, deadlines, volumes, number of clients or projects. Only true ones.
• Your situation: first job, career change, returning after a break, or the same type of role. It changes the approach a lot.
• Where you're applying and the format: a US-style resume (usually one or two pages, no photo) or a UK-style CV, and the length you want.
• Anything that worries you: an employment gap, frequent job changes or a requirement you only partly meet.

Before pasting your resume, remove what the AI doesn't need: phone number, email, full address. Add them back yourself in your final document.

Resume tailoring prompt: adapt it to one job posting

• Ask for a diagnosis first: which requirements you clearly meet, which you need to explain better and which you don't meet.
• Ask for the posting's keywords and where each one fits in your resume, backed by real experience.
• Then ask for the full rewrite in plain text with standard section headings.
• Go through it line by line and answer the AI's questions to fill in anything missing.
• Save that version and repeat for each posting: change the summary, the order of bullets and the keywords.

Act as a career coach who has reviewed many applications for [industry] roles.
I'm applying for the role of [job title] in [country, e.g. the US / the UK]. Here are the job posting and my current resume.

Job posting:
[paste the full text of the posting]

My resume:
[paste your resume or raw experience]

1. Make a table of the posting's requirements, whether each is must-have or nice-to-have, and what evidence my resume has for each one.
2. Rewrite my resume for this posting in plain text with these sections: Professional Summary, Experience, Education, Skills. Give each role 3 to 5 bullet points that start with an action verb.
3. Keep it to [one page / two pages].
Don't invent figures, tools, job titles or dates. If something is missing, write [to complete] and give me a list of questions at the end so I can fill it in.

Turn duties into achievements

Many resumes list duties ('responsible for supplier management') instead of results ('negotiated with 12 suppliers and shortened delivery times'). This is where AI helps most, as long as you give it the raw facts.

Rewrite these bullet points from my experience as achievements. Each one should start with an action verb, be no longer than two lines and explain the result or scope of what I did.
Use only the information I give you. If a bullet would be stronger with a number I haven't provided, don't make one up: write [figure to confirm] and ask me for it.
Return a table with three columns: original text, improved version, missing detail.

My bullet points:
[paste the bullets for one role]

Real details I can provide:
[figures, deadlines, team size, number of clients…]

No numbers? That's fine. Scope counts too: how many people, which area, which tool, what type of client.

Resume review prompt and ATS check

Many employers and job sites use an applicant tracking system (ATS), software that receives applications, extracts the text from your resume and helps recruiters filter and search them. Each company sets it up differently, but a few habits help your resume read cleanly:

• Use the same wording as the posting for the job title, tools and skills, as long as you really have them.
• Stick to standard headings: Experience, Education, Skills. Skip creative section names.
• Keep the layout simple: tables, columns, images and text inside graphics are sometimes read badly.
• Send the file format the posting or job site asks for.

Compare my resume with this job posting. List the important keywords from the posting that don't appear in my resume and, for each one, tell me whether I can include it based on experience already described in my resume or whether I shouldn't use it. Don't stuff in loose keywords or copy sentences from the posting.
Then review the resume as a busy recruiter would: flag vague phrases, inconsistent dates or tenses, and anything that would be hard for an ATS to read.

Job posting:
[posting text]

My resume:
[your resume]

What not to do

• Inventing experience, qualifications or figures. Anything on your resume can come up in the interview or be checked.
• Accepting the text without reading it: check company names, dates, job titles and every detail before you send it.
• Stuffing the resume with keywords out of context. It reads as forced to the person who opens it.
• Sending the same resume to every posting. With AI, tailoring takes very little time.
• Leaving empty phrases like 'results-driven team player'. Ask the AI to replace them with facts or remove them.

No tool can guarantee you'll get past a particular employer's filter or land an interview. The goal is a clear, honest resume that matches the role.

Do it with a template

PromptYa's ATS-optimised resume template asks for the role, the job posting, your current resume, your real data, your experience level and situation, the language and the length, and turns it all into a complete prompt. The AI then returns a fit diagnosis, the posting's keywords, a paste-ready rewritten resume, your achievements before and after, questions to fill in missing details and an ATS formatting checklist.

You can copy the prompt, open it in ChatGPT or Claude already filled in, or copy it and open Gemini. If you also want to update your LinkedIn profile or write the cover letter for the same posting, there's a template for each.