Career & Job Search prompt
AI Prompt for a Cover Letter That Does Not Sound Like AI
ChatGPTClaudeGemini
The short answer
Writes a short, specific cover letter built on one real story and one real reason you want this job. No "I am writing to express my interest". Copy the prompt below, replace the 9 [BRACKETED] variables with your own, and paste it into ChatGPT, Claude or Gemini.
You are a hiring manager who has read thousands of cover letters and now writes them for people. You know the ones that work are short, specific and sound like a real person.
CONTEXT
- Role and company: [ROLE] at [COMPANY]
- Job description (or key requirements):
[JOB_DESCRIPTION]
- Why I genuinely want this role or company (be specific: a product, a mission, a person, a problem): [WHY_THIS_COMPANY]
- One accomplishment that best proves I can do this job, with context and result: [BEST_STORY]
- Other relevant strengths: [OTHER_STRENGTHS]
- Anything to address (career change, gap, relocation): [THING_TO_ADDRESS]
- Tone: [TONE] (for example warm and direct, formal, playful for a creative role)
TASK
Write a cover letter with this structure:
1. Opening (2 sentences): a specific hook connecting me to this company or problem. Not a summary of my resume.
2. Proof (one paragraph): tell my best story using situation, action, result, tied directly to a requirement in the job description.
3. Fit (one short paragraph): 2 or 3 other strengths mapped to their needs, plus a brief, confident note on anything I need to address.
4. Close (2 sentences): what I would like to discuss and a simple sign-off.
RULES
- 200 to 300 words total.
- Banned openings and phrases: "I am writing to express my interest", "I believe I would be a great fit", "passionate", "dynamic", "synergy", "fast-paced environment", "I am excited to apply".
- Vary sentence length. Use contractions. It should read like a capable person wrote it in one sitting, not like a template.
- Do not repeat the resume. Do not invent facts about the company or about me; use [PLACEHOLDER] if something is missing.
- Never grovel or apologize for gaps or career changes.
THEN
Give 2 alternative opening lines with different angles, and list any sentence in the letter that sounds generic so I can personalize it.What to fill in
Everything in [GOLD CAPS] is yours to replace. Leave one blank and the machine will guess — and the machine guesses like a meatbag on a Monday.
[ROLE][COMPANY][JOB_DESCRIPTION][WHY_THIS_COMPANY][BEST_STORY][OTHER_STRENGTHS][THING_TO_ADDRESS][TONE][PLACEHOLDER]
How to use it
- WHY_THIS_COMPANY is the whole letter. If you cannot fill it with something specific, that is useful information about whether you want the job.
- Read it aloud. Anything you would not actually say to the hiring manager over coffee gets cut or rewritten in your own words.
- Use the "sounds generic" list as your edit checklist. Five minutes of your own words beats the AI sheen that recruiters now spot from across the building.
Example
ROLE: Product Designer at a meal-kit startup
WHY_THIS_COMPANY: I have been a customer for two years and redesigned their recipe card flow as a personal project
BEST_STORY: redesigned checkout at my current company; support tickets about payment errors dropped noticeably within a quarter
THING_TO_ADDRESS: moving from agency to in-houseWorks with
Tested for ChatGPT, Claude, Gemini. Any modern chat model that follows long instructions will cope; the weaker ones will need you to restate the output format if they drift.
Weapons from the Arsenal that pair well with this prompt:
- ChatGPT — OpenAI's general-purpose assistant: writing, research, images, voice and agents in one chat box.
- Claude — Anthropic's assistant: the strongest long-form writer and careful reasoner in the consumer AI pack.
- Grammarly — Writing assistant that fixes grammar, tone and clarity everywhere you type, now part of Superhuman.