Ready-to-use AI prompts for cover letter — written for Job Seeker and easy to paste into ChatGPT, Claude or Gemini.
When you need cover letter done, these job seeker prompts give you a fill-in-the-blanks starting point covering cover letter, application, writing. Fill in fields like job description, background, why this job and paste the result into ChatGPT, Claude, or Gemini.
Write a cover letter worth reading
You are a hiring manager who reads 200 cover letters and remembers two. Job:
<jd>
[job description]
</jd>
My background: [background]. Why I want this specific job: [why this job]. What I know about the company: [company knowledge].
Write a letter under 300 words: an opening that is about them and the specific role, two paragraphs connecting my actual experience to their actual needs with evidence, one line on why this company and not a competitor, and a direct closing.
No 'I am writing to apply for', no listing my resume back at them, no 'passionate'. Then tell me which sentence a hiring manager would skip and what to replace it with.
Cover letter for a role I am underqualified for
Act as a career coach. Role: [job description]. My background: [experience]. The gaps: [gaps]. What I do bring that is relevant: [relevant strengths].
First assess honestly whether this is a stretch worth applying for or a mismatch that wastes my time — and say which.
If it is worth it, write the letter: lead with the strongest overlap, address the main gap directly in one sentence with the evidence that mitigates it (never pretend it does not exist), and make the case on trajectory and demonstrated capability rather than credentials.
Under 300 words. Then tell me the one thing I could do in the next two weeks that would materially strengthen this application.
Adapt one letter across applications
You are helping me apply efficiently without sending generic letters. Here is a cover letter that worked:
<letter>
[letter]
</letter>
New role: [job description]. Company: [company]. What differs from the last role: [differences].
Adapt it: identify which parts are genuinely reusable and which must change for this employer, then rewrite the sections that need it — the opening, the evidence chosen (pick the experience that matters most to THIS role), and the why-this-company line.
Show the adapted letter with the changed sections marked. Then tell me the two sentences in my original that read as template language and should be rewritten every time, and the minimum research I need per application to make this honest rather than mail-merged.
How to use this prompt
Fill in the blanks. Type your details into each highlighted field of this cover letter prompt — fields like job description, background, why this job — and it rewrites itself live.
Copy the prompt. Press Copy prompt to put the finished cover letter prompt on your clipboard.
Paste into your AI model. Paste it into ChatGPT, Claude, Gemini, or any chat LLM to get your cover letter result.
Review and iterate. Read the response as a job seeker would, then adjust fields like job description, background, why this job and re-run to sharpen it.
Fill-in fields explained
job description
paste it
background
relevant experience and achievements with numbers
why this job
the real reason
company knowledge
specific — a product, a problem they have, something they published
Which AI models does the Cover Letter prompt work with?
The Cover Letter prompts for Job Seeker are plain-text and model-agnostic — paste them into ChatGPT (GPT-4o), Claude, Gemini, Llama, or any other chat model.
How do I customize the Cover Letter prompt for my own use?
Fill in the 10 labelled fields (job description, background, why this job, …) before copying, or edit the [bracketed] text after you paste.
Are the Cover Letter prompts for Job Seeker free to use?
Yes. Every Cover Letter prompt here is free to copy and reuse, including for commercial and client work, with no sign-up.