31 ChatGPT Prompts for Cover Letter That Get Interviews

Recruiters still read cover letters for competitive roles, because a good one explains why you fit rather than repeating what your CV already says. The useful ChatGPT prompts for cover letter writing are the ones that carry the job description, your actual evidence, and a ban on everything that could have been written by anyone.

There are 31 below, grouped by drafting, career stage, tailoring, difficult situations, editing, and review. Paste them into ChatGPT, or run them in Chat Smith, a free AI chatbot that keeps several models in one place. There is also a wider set of ChatGPT prompts for other tasks.

Give it the job description and your real material. A prompt without both produces a letter that could be sent by anyone, to anyone — which is exactly what a recruiter recognises in three seconds.

Never let it invent experience. Every prompt below says so explicitly, and it matters: a claim you cannot support in the interview is worse than the gap it was covering.

Ask what to cut, not only what to write. Most cover letters fail by being long and generic rather than by missing a section.

Edit until it sounds like you. Read the final version aloud. If a sentence is not one you would actually say in an interview, replace it — you may have to defend every line of this in person.

Work in one thread. A long-context model such as GPT-5.6 Sol can hold the job description, your CV and three drafts at once, which is what makes the tailoring prompts work properly.

Six prompts for getting a real draft down. Start with the job description inside the prompt rather than a blank request — an AI cover letter generator does the same job if you would rather work from a guided flow.

1. The full first draft

Write a cover letter for a [job title] role at [company]. Job description: [paste it]. My CV or experience summary: [paste it]. Open with something specific about the company or role rather than announcing that I am applying. Connect two of my achievements directly to their stated requirements. Close with a clear next step. Under 350 words. Do not invent any experience I have not given you.

2. The achievement selector

Job description: [paste it]. Here is everything I have done that might be relevant: [paste a long, messy list]. Before writing anything, tell me which three achievements to lead with and why, which are irrelevant to this particular role, and which one I am underselling. Then wait for me to choose.

3. The opening line generator

Write five opening lines for a cover letter for [role] at [company]. What I know about them: [paste research, recent news, product details]. My relevant background: [describe]. One should open on their problem, one on a specific detail about them, one on a result I produced, one on why this role now, and one that starts mid-thought. Nothing beginning "I am writing to apply for". Then tell me which is strongest and why.

4. The middle section builder

Here is my opening paragraph: [paste it]. Job description: [paste it]. My experience: [paste it]. Write the two middle paragraphs. Each should make one claim about my fit and support it with a specific example, including a number where I have given you one. Do not restate my CV — the reader already has it. Show reasoning they could not get from the CV alone.

5. The closing paragraph

Write three closing paragraphs for a cover letter for [role] at [company]. Each should be confident without being presumptuous, restate the single strongest reason I am a fit, and end with a specific next step. Under 60 words each. Avoid "I look forward to hearing from you" and anything that reads as either begging or entitlement.

6. The short-form version

Here is my full cover letter: [paste it]. Cut it down for [a 150-word limit / a message field on an application form / an email body]. Keep the one detail that makes me memorable and the one that proves I read the job description. Then tell me what you cut and whether anything essential was lost in the process.

Six prompts for where you actually are. The framing changes completely between a graduate and an executive, and a letter written at the wrong level reveals itself immediately.

7. Entry-level and graduate

Write a cover letter for [role] at [company] as a recent graduate with no formal work experience in this field. Job description: [paste it]. My background: [degree, academic projects, internships, part-time work, societies, volunteering]. Draw the evidence from those rather than apologising for the gap. Do not write "although I lack experience" — show what I have actually done that transfers.

8. The career switcher

I am moving from [current field] to [target field]. Job description: [paste it]. My background: [paste it]. Write a cover letter that frames the switch as a logical progression rather than a reset. Translate my old industry's language into theirs, address the experience gap directly in one sentence rather than avoiding it, and name the one thing I bring that a conventional candidate would not.

9. Senior and executive

Write a cover letter for a [senior title] role at [company]. Job description: [paste it]. My track record: [paste it, with numbers]. This should read as a peer addressing a peer: lead with a view on the challenge they are hiring to solve, not with my credentials. Use scale and outcomes rather than duties. Under 400 words, and no enthusiasm-signalling adjectives.

10. Returning after a break

Write a cover letter for [role] at [company] after [duration] out of work for [caregiving / health / study / redundancy / travel]. Job description: [paste it]. My prior experience: [paste it]. What I did during the break that is relevant: [describe]. Address the gap in one confident sentence and move on — do not over-explain, do not apologise, and do not write as though the gap is invisible.

11. The internal move

Write a cover letter applying internally for [role] at [company], where I currently work as [current role]. Job description: [paste it]. What I have done here: [describe, with results]. The reader may already know me, so do not introduce myself from scratch. Focus on why this move now, what I have already done at that level, and how I would handle the transition.

12. Freelance to employed

Write a cover letter for [role] at [company] as someone moving from [freelance / contract / self-employed] work into a permanent position. Job description: [paste it]. My client work: [describe it]. Address the obvious question — why give up independence — honestly, and turn varied client experience into an advantage rather than something that reads as instability.

Six prompts for making a letter specific to one employer — the whole difference between being read and being skimmed. Worth checking your CV is aligned too, with an AI resume builder and an AI resume checker, since both documents arrive together.

13. The job description decoder

Here is a job description: [paste it]. Before I write anything, tell me what this role actually needs versus what the list says, which requirements are genuine filters and which are wish-list, what the phrasing suggests about the team and the problem they are hiring to solve, and the three things a cover letter for this role must address.

14. The company research angle

Here is what I found about [company]: [paste their About page, recent news, product pages, reviews]. I am applying for [role]. Identify three specific things I could reference that would show real research rather than a website skim, and tell me which is most likely to matter to the person reading. Flag anything that would come across as flattery.

15. The requirements matcher

Job description: [paste it]. My experience: [paste it]. Build a table matching each stated requirement to my evidence, marking each as strong, partial or missing. Then tell me which gaps a cover letter can realistically address, which I should not draw attention to, and how to handle the most significant one honestly.

16. The mission alignment

Here is [company]'s stated mission and values: [paste them]. Here is my background and what I actually care about: [describe]. Write a paragraph connecting the two that would survive a sceptical reader — no generic enthusiasm about their innovative culture. If the honest connection is weak, tell me that rather than manufacturing one.

17. The tone matcher

Here is how [company] writes publicly: [paste copy from their site, the job ad and their social posts]. Here is my draft cover letter: [paste it]. Adjust the register to match theirs without losing my voice. Then tell me specifically what you changed — vocabulary, sentence length, formality — so I can apply the same judgement myself next time.

18. The multi-application adapter

Here is my master cover letter: [paste it]. Here is a new job description: [paste it]. Adapt it for this role: change the opening, reorder the evidence to lead with what matters most here, and swap out anything irrelevant. Then list what you changed and why, so I can sanity-check the choices rather than sending it blind.

Five prompts for the things people avoid writing about. Addressing them directly, briefly and without apology reads far better than hoping the reader does not notice — they always notice.

19. Underqualified on paper

I want to apply for [role] at [company] but I do not meet [describe the requirements you fall short on]. Job description: [paste it]. My actual experience: [paste it]. First, tell me honestly whether this is worth applying for. If it is, write a cover letter that leads with what I do have, addresses the gap in one sentence without excuses, and gives them a reason to interview me anyway.

20. Overqualified

I am applying for [role] at [company], which is a step down from [previous role]. Job description: [paste it]. Why I genuinely want it: [describe honestly]. Write a cover letter that answers the obvious question before they ask it, without sounding like I am settling or will leave in six months. Do not undersell my experience to appear less threatening.

21. Gaps or short tenures

My CV shows [a gap of X / several roles under a year]. Job description: [paste it]. The honest context: [describe]. Write a cover letter that handles this proactively in one or two sentences and spends the rest on why I am right for the role. First, tell me whether raising it at all is the right call in this specific case — sometimes it is not.

22. Relocation or remote

I am applying for [role] at [company] from [current location], and the role is [in another city / hybrid / relocation required]. Job description: [paste it]. My situation: [describe your willingness and timeline]. Address the location question directly and early so it does not become a silent rejection reason. Be concrete about logistics rather than vague about flexibility.

23. Reapplying after a rejection

I applied to [company] for [previous role] and was rejected [timeframe] ago. I am now applying for [new role]. What has changed since: [describe new skills, results or experience]. Write a cover letter that acknowledges the previous application briefly and confidently, then makes the case for what is different now. Do not sound wounded or over-eager.

Five prompts for the edit, which is where most of the improvement actually happens. Save the AI grammar checker for the very end, once the argument is settled.

24. The generic-language remover

Here is my cover letter: [paste it]. Identify every sentence that could appear in anyone else's letter for any role — passionate about, proven track record, team player, results-driven, excited about this opportunity. For each, tell me what specific thing I could say instead, using only what is in my experience: [paste it]. Do not swap one cliché for another.

25. The ATS optimiser

Job description: [paste it]. My cover letter: [paste it]. Extract the terms an applicant tracking system would likely scan for, tell me which appear in my letter and which do not, and rewrite the relevant sentences to include them naturally rather than stuffed. Flag any keyword I cannot honestly claim so that I leave it out.

26. The length cutter

Here is my cover letter: [paste it]. It runs [current length] and needs to be under [target]. Show me the cuts as a list first so I choose, then give me the edited version. Prioritise cutting: anything restating my CV, throat-clearing openings, and any sentence explaining what the company does back to them. Keep the two strongest pieces of evidence intact.

27. The confidence calibrator

Here is my cover letter: [paste it]. Assess the tone: am I underselling with hedges like "I believe I could" and "I feel I may be a good fit", or overselling with claims my evidence does not support? Point to the exact sentences in each category and rewrite them at the right level. I would rather sound accurate than either humble or bold.

28. The read-aloud test

Here is my cover letter: [paste it]. Read it as a hiring manager on their fortieth application of the day. Where would you stop reading, and why? Which sentence is doing the least work? What would you remember about me thirty seconds after finishing? Answer all three before suggesting a single change.

Three prompts for just before you send and just after. If it works, AI interview practice is the natural next step, and an AI career planner helps if this application is one step in a larger move.

29. The recruiter critique

Act as a recruiter who has read thousands of cover letters in [industry]. Here is mine and the job description: [paste both]. Score it on opening strength, evidence quality, fit to the role, tone, and whether it adds anything beyond my CV. Name the weakest element in each category. Then tell me the reason you would pass on this candidate. Be direct rather than kind.

30. The consistency check

Here is my CV: [paste it]. My cover letter: [paste it]. My LinkedIn summary: [paste it]. Check them against each other for contradictions in dates, job titles, claimed results and positioning. Then tell me whether they tell one coherent story or three different ones, and which version I should standardise on.

31. The follow-up message

I applied for [role] at [company] [timeframe] ago and have not heard back. What I sent: [briefly describe]. Write a short follow-up that adds something new rather than simply checking in — a relevant development, a thought about their work, or a genuine question. Under 120 words. First tell me whether following up is appropriate in this particular case.

Applying for jobs means running the same few prompts repeatedly with different inputs, which is exactly the case for saving them properly. Chat Smith lets you keep your master letter, your CV and the prompts you rely on as reusable templates, so each new application is a fifteen-minute job rather than an evening.

It also runs several AI models side by side, which matters here because tone is the whole game: models differ noticeably in how formal or warm they write, and the version that suits a law firm is rarely the one that suits an early-stage startup. Running the same prompt through two of them takes seconds and usually changes which draft you send.

Start with the job description decoder before you write anything. Working out what the role actually needs, as opposed to what the bullet list says, changes the letter more than any amount of editing afterwards.