Prompts that give an AI your real career facts and one narrow job to do — rather than asking it to write a resume from nothing, which is how invented employers and made-up metrics end up in applications.
Pasting your resume into a hosted assistant transmits it. Your name, phone number, address and full employment history go to that company and may be retained. That can be a perfectly reasonable trade — but it should be a decision, not an accident. Most assistants have a setting to exclude your chats from training; turn it on first.
An AI will invent things and sound certain about it. Fabricated employers, dates, tools and metrics are the normal failure mode, not a rare one. Every prompt below tells the model not to, and every one lists what to check anyway.
Never send a bullet you could not defend in an interview. The point of a resume is to get you into a room where you will be asked about it.
The tools on this site do none of that. They run in your browser, send nothing anywhere, and every rule is readable in the source. Use them to check whatever the AI hands back.
Tailoring to a job
Tailor my resume to one job posting
Rewrite what you already have to match a specific posting, without inventing anything.
Here is my resume:
[YOUR RESUME]
Here is the job posting I am applying to:
[THE JOB POSTING]
Rewrite my existing bullet points so they use the vocabulary of this posting where — and only where — my experience genuinely matches. For each change, show the original and the rewrite side by side and name which requirement in the posting it now addresses.
Then list separately: (a) requirements in the posting I do not appear to meet, and (b) anything in my resume that is now irrelevant to this application and could be cut.
Rules: use only the facts I provided above. Do not invent employers, job titles, dates, metrics, tools, certifications or responsibilities. If a bullet lacks a number, do not make one up — instead mark it [NEEDS METRIC] and tell me what kind of measurement would fit. Return plain text with no markdown, tables or emoji.
Why it works
Asking for a before/after pair makes fabrication visible — you can see exactly what changed. Asking for the gaps separately stops the model quietly papering over them, which is what happens when you only ask it to "improve" the resume.
Check before you trust it
Every rewritten bullet still describes something you actually did.
No new tool, employer or number appeared that was not in the original.
The gaps list is honest — if it says you meet everything, be suspicious.
Draft a cover letter from evidence I already have
A letter built from your resume, with the personal line left to you.
My resume:
[YOUR RESUME]
The posting:
[THE JOB POSTING]
Company: [THE COMPANY]
Write a cover letter of no more than 300 words, using only achievements that appear in my resume. Structure it as: why this role, the strongest evidence I meet it, and a short close.
Leave the sentence about why I want to work at this specific company as a bracketed placeholder — do not write it. I will write that myself, and a generic version of it is worse than none.
Rules: use only the facts I provided above. Do not invent employers, job titles, dates, metrics, tools, certifications or responsibilities. If a bullet lacks a number, do not make one up — instead mark it [NEEDS METRIC] and tell me what kind of measurement would fit. Return plain text with no markdown, tables or emoji.
Why it works
Refusing to write the "why this company" line is deliberate. It is the sentence recruiters read to see whether the applicant actually looked, and it is the one an AI cannot write truthfully on your behalf.
Check before you trust it
Every achievement cited appears in your resume.
You replaced the bracketed line with something specific and true.
It is under a page.
Rewriting bullet points
Turn a duty into an achievement
Fix the single most common reason a bullet gets skipped.
Rewrite this resume bullet so it describes an outcome rather than a responsibility:
[ONE BULLET POINT]
Context you may use: my role was [YOUR CURRENT ROLE].
Give me three versions at different levels of specificity. For each, mark clearly in [brackets] every place where I need to supply a real number or detail — do not fill those in yourself.
Then tell me, in one sentence, what a recruiter would take away from the original that they would not take away from your best version.
Rules: use only the facts I provided above. Do not invent employers, job titles, dates, metrics, tools, certifications or responsibilities. If a bullet lacks a number, do not make one up — instead mark it [NEEDS METRIC] and tell me what kind of measurement would fit. Return plain text with no markdown, tables or emoji.
Why it works
Explicitly demanding bracketed blanks is what stops the model inventing "increased efficiency by 30%". Asking what the recruiter takes away forces it to justify the rewrite instead of just adding adjectives.
Check before you trust it
Every number is either yours or still in brackets.
The verb describes something you personally did, not what the team did.
Work out what I could measure
For bullets with no numbers, find out which numbers would even apply.
Here are bullet points from my resume that contain no measurements:
[YOUR BULLETS WITHOUT NUMBERS]
For each one, do not write a new bullet. Instead:
1. Name two or three kinds of measurement that would genuinely apply to that kind of work (scale, time saved, money, error rate, headcount, frequency, satisfaction).
2. Tell me where I would realistically find that number — a tool, a report, a manager, or my own records.
3. Give me the sentence shape it would slot into, with the number left blank.
Rules: use only the facts I provided above. Do not invent employers, job titles, dates, metrics, tools, certifications or responsibilities. If a bullet lacks a number, do not make one up — instead mark it [NEEDS METRIC] and tell me what kind of measurement would fit. Return plain text with no markdown, tables or emoji.
Why it works
Most "quantify your bullets" advice stops at telling you to do it. The hard part is knowing which metric applies to your job and where to find it — so this asks for the research step, not the prose.
Check before you trust it
The suggested metrics actually make sense for your role.
No completed bullet came back with a number already filled in.
Professional summary
Draft a professional summary from my real history
Three or four lines at the top, built from facts rather than adjectives.
My experience:
[YOUR RESUME]
I am targeting this role: [THE ROLE YOU ARE TARGETING]
Write three different professional summaries, each 3–4 lines and each built only from the experience above. Make them differ in emphasis, not in wording: one leading with years and scope, one leading with a specific achievement, one leading with technical depth.
Ban the following from all three: "results-driven", "detail-oriented", "proven track record", "passionate", "team player", "dynamic", "seasoned", "synergy". If you find yourself reaching for one, state the concrete fact you were trying to summarise instead.
Rules: use only the facts I provided above. Do not invent employers, job titles, dates, metrics, tools, certifications or responsibilities. If a bullet lacks a number, do not make one up — instead mark it [NEEDS METRIC] and tell me what kind of measurement would fit. Return plain text with no markdown, tables or emoji.
Why it works
Naming the banned words individually works far better than "avoid clichés", which the model will agree to and then ignore. Requiring the fact behind the cliché is what produces a specific sentence.
Check before you trust it
Every claim maps to something in your actual history.
The years of experience figure matches your real dates.
It would still be true if a recruiter asked you to expand on any sentence.
Skills and keywords
Find the keywords I am missing
Extract the terms a posting actually screens for, and where to put them.
Job posting:
[THE JOB POSTING]
My current skills and experience:
[YOUR SKILLS AND EXPERIENCE]
List the concrete skills, tools and qualifications this posting screens for, ordered by how much emphasis the posting itself places on each. For each one, mark whether my resume already evidences it, and if it does, quote the line that proves it.
For anything missing, do not suggest I add it. Instead tell me whether it looks like a genuine gap or just different vocabulary for something I have already described.
Rules: use only the facts I provided above. Do not invent employers, job titles, dates, metrics, tools, certifications or responsibilities. If a bullet lacks a number, do not make one up — instead mark it [NEEDS METRIC] and tell me what kind of measurement would fit. Return plain text with no markdown, tables or emoji.
Why it works
The instruction "do not suggest I add it" is the important one. The default behaviour is to hand you a list of keywords to paste in, which is how people end up claiming skills they cannot defend in an interview.
Check before you trust it
Each "already have this" claim quotes a real line from your resume.
Vocabulary gaps and real gaps are separated — they need different responses.
Review and critique
Critique my resume like a sceptical recruiter
Get the objections before a hiring manager has them.
Here is my resume:
[YOUR RESUME]
I am applying for [THE ROLE YOU ARE TARGETING] roles.
Review it as a recruiter who screens roughly 200 of these a week and gives each one about eight seconds on the first pass. Be direct rather than encouraging.
Tell me: what you learn in the first eight seconds; the three weakest lines and precisely why each is weak; anything that would make you stop reading; anything that reads as inflated or unverifiable; and what is missing that you would expect for this level.
Do not rewrite anything. I want the diagnosis, not the fix.
Rules: use only the facts I provided above. Do not invent employers, job titles, dates, metrics, tools, certifications or responsibilities. If a bullet lacks a number, do not make one up — instead mark it [NEEDS METRIC] and tell me what kind of measurement would fit. Return plain text with no markdown, tables or emoji.
Why it works
"Do not rewrite anything" is doing the work. Given the chance, the model will produce a polished rewrite and bury the diagnosis — and you learn nothing you can apply to the next version yourself.
Check before you trust it
The criticism is specific to your lines, not generic resume advice.
Treat "reads as inflated" seriously — it is what an interviewer will probe.
Check how my resume reads as plain text
See it the way a parser does, before an employer does.
Below is my resume as plain text, exactly as an applicant tracking system would extract it:
[YOUR RESUME AS PLAIN TEXT]
Reading only this — no layout, no formatting — tell me:
1. Can you identify my name, email, phone and location unambiguously?
2. For each job, can you tell where the role title ends and the employer begins?
3. Are any dates ambiguous or inconsistent in format?
4. Do any lines appear to have been merged or split in a way that changes their meaning?
5. Which section headings did you recognise, and were any unclear?
Answer as a parser would, not as a person who can infer what I meant.
Rules: use only the facts I provided above. Do not invent employers, job titles, dates, metrics, tools, certifications or responsibilities. If a bullet lacks a number, do not make one up — instead mark it [NEEDS METRIC] and tell me what kind of measurement would fit. Return plain text with no markdown, tables or emoji.
Why it works
This is the highest-value prompt in the list and almost nobody uses it. Formatting problems are invisible in the designed version and obvious in the text stream — which is the only version most employers ever process.
Check before you trust it
Anything it could not identify is a genuine parsing risk, not a wording problem.
Fix ambiguity in your resume structure, not by adding more words.
Check whether my resume reads at the right level
Find out if you sound junior for the roles you are targeting.
My resume:
[YOUR RESUME]
I am applying for [THE ROLE YOU ARE TARGETING] positions.
Judging only by how this is written — scope of ownership, the verbs I use, whether I describe decisions or tasks, and what I take credit for — what seniority does this resume read at?
If it reads below the level I am targeting, quote the specific lines that pull it down and explain what signal each one is missing. Do not rewrite them.
Rules: use only the facts I provided above. Do not invent employers, job titles, dates, metrics, tools, certifications or responsibilities. If a bullet lacks a number, do not make one up — instead mark it [NEEDS METRIC] and tell me what kind of measurement would fit. Return plain text with no markdown, tables or emoji.
Why it works
A very common and completely invisible failure: a senior person describing tasks instead of decisions reads as mid-level. Nobody tells you this, because the resume is not wrong — it is just pitched low.
Check before you trust it
The lines it flags are ones you could legitimately describe with more ownership.
Do not inflate scope to fix this — change the framing, not the facts.
Predict what I will be asked about this resume
Find the weak points before an interviewer does.
My resume:
[YOUR RESUME]
Target role: [THE ROLE YOU ARE TARGETING]
Give me the ten questions an interviewer is most likely to ask based on this document specifically — not generic interview questions. Prioritise anything that looks like a claim I would need to substantiate, a gap, a short tenure, or a number I would be asked to explain.
For each, state which line of my resume prompts it.
Rules: use only the facts I provided above. Do not invent employers, job titles, dates, metrics, tools, certifications or responsibilities. If a bullet lacks a number, do not make one up — instead mark it [NEEDS METRIC] and tell me what kind of measurement would fit. Return plain text with no markdown, tables or emoji.
Why it works
This turns the resume into an interview prep document, and it surfaces claims you cannot defend — which is the fastest way to find out that something on your resume is overstated.
Check before you trust it
You can answer every question with a specific, true example.
Anything you cannot substantiate should be reworded on the resume itself.
Difficult situations
Argue a career change honestly
Make the overlap visible without pretending the switch is not happening.
My background:
[YOUR RESUME]
I am moving into: [THE ROLE YOU ARE TARGETING]
Identify the genuine overlap between what I have done and what this field needs. For each overlapping area, quote the specific experience of mine that supports it and explain the transfer in one sentence a sceptical hiring manager would accept.
Then tell me plainly which requirements of the new field I have no evidence for. Do not soften this and do not suggest framing that implies experience I do not have.
Rules: use only the facts I provided above. Do not invent employers, job titles, dates, metrics, tools, certifications or responsibilities. If a bullet lacks a number, do not make one up — instead mark it [NEEDS METRIC] and tell me what kind of measurement would fit. Return plain text with no markdown, tables or emoji.
Why it works
Career-change advice usually optimises for confidence. Confidence without evidence gets caught in the first interview — the useful output is a defensible list of transfers plus an honest gap list you can go and close.
Check before you trust it
Every claimed transfer quotes real experience.
Nothing implies a title or responsibility you did not hold.
Explain an employment gap
A short, calm, honest sentence — not a story.
I have a gap in my employment history from [GAP START DATE] to [GAP END DATE]. During that time: [WHAT YOU WERE DOING]
Give me three ways to present this: one line for the resume itself, two or three sentences for a cover letter, and a spoken version for an interview.
Keep all three factual and brief. Do not add emotional framing, do not spin it into a growth narrative unless what I told you genuinely supports that, and do not suggest concealing or disguising the dates.
Rules: use only the facts I provided above. Do not invent employers, job titles, dates, metrics, tools, certifications or responsibilities. If a bullet lacks a number, do not make one up — instead mark it [NEEDS METRIC] and tell me what kind of measurement would fit. Return plain text with no markdown, tables or emoji.
Why it works
Explicitly forbidding the "growth narrative" matters: the default output is a paragraph about resilience and self-discovery, which reads as defensive. Recruiters mostly want the gap accounted for in one sentence so they can move on.
Check before you trust it
The dates match your real history exactly.
You could say the interview version out loud without embarrassment.
Frequently asked questions
Is it safe to put my resume into ChatGPT?
Pasting your resume into any hosted assistant transmits your name, contact details and full employment history to that company, where it may be retained and, depending on your settings, used for training. That can be a reasonable trade, but it should be a deliberate choice. Turn off chat history or training in your assistant settings first, and consider removing your contact details — most analytical prompts work identically without them.
Will an AI-written resume get rejected by an ATS?
Not because it was written by an AI — applicant tracking systems cannot detect that. The real risks are different: AI output frequently invents employers, dates, tools and metrics, and pasting formatted output back into a document can break the structure a parser relies on. Check anything an AI produces against the plain-text stream an ATS actually receives.
What is the best ChatGPT prompt for a resume?
The best prompts give the model your real career facts and one narrow job to do, rather than asking it to write a resume from nothing. A prompt that says "rewrite this bullet as an outcome, mark every place I need to supply a number, and do not invent metrics" produces something usable. "Write me a resume" produces plausible fiction.
Do these prompts cost anything?
No. Every prompt is free to copy, every tool on this site is free with no paid tier, and nothing requires an account. You will need access to an AI assistant separately, and their free tiers are usually sufficient.
How do I stop ChatGPT inventing things on my resume?
Give it the facts rather than asking it to supply them, and tell it explicitly what it may not do — invent employers, dates, metrics, tools or certifications — and where to put the gap instead, such as marking a missing number as [NEEDS METRIC]. Then check every claim against your own records before using it. Every prompt on this page includes that constraint and a verification list.
The step almost everyone skips
An AI-written resume reads well and fails quietly. The two things it gets wrong are invisible to the person who asked for it: claims that cannot be substantiated, and formatting that a parser cannot read. Paste whatever you get back into the checker — it runs 40+ rules in your browser and shows you the plain-text stream an applicant tracking system actually receives.