Sora Prompt for Writing a Cover Letter
Writing a compelling cover letter is a delicate exercise that requires striking the right balance between professionalism, authenticity, and relevance. Sora, OpenAI's AI assistant, can guide you through this task by structuring your ideas, adapting the tone to your industry, and highlighting your key skills. Whether you're applying for a first job, a career change, or a leadership position, a well-crafted prompt allows Sora to generate a personalized letter that captures recruiters' attention from the very first lines. The challenge is not to produce a generic letter, but to provide enough context—your background, the target role, the company culture—so the AI can write a tailor-made text. In this guide, you'll find an optimized core prompt, three variants adapted to your experience level, and answers to frequently asked questions to make the most of Sora for writing your cover letters.
Paste in your AI
Paste this prompt in ChatGPT, Claude or Gemini and customize the variables in brackets.
You are a recruitment and professional writing expert with 15 years of experience in career counseling. Write a hard-hitting and personalized cover letter following these instructions:
Candidate Information:
- Target Position: [JOB_TITLE]
- Company: [COMPANY_NAME]
- Industry: [INDUSTRY]
- Relevant Experience: [2-3 sentence summary of your background]
- Key Skills: [list of 3-5 skills]
- Primary Motivation: [why this company and this role]
Writing Guidelines:
- Start with an original hook that shows your knowledge of the company (avoid cliché phrases like "In response to your job posting...")
- Develop 2-3 paragraphs linking your skills to the specific needs of the role
- Include a concrete example of a quantified achievement demonstrating your added value
- End with a proactive conclusion proposing an interview
- Adopt a professional yet authentic tone, neither too formal nor too casual
- Limit the letter to 300 words maximum
- Avoid clichés and hollow phrases ("dynamic," "motivated," "proactive")
Personalize this prompt with Léa
Léa rewrites this prompt for your job and your exact goal — 3 quick questions.
Why this prompt works
This prompt works by assigning an expert role that steers writing quality, combined with precise contextual variables that enable real personalization. The numbered guidelines impose a proven narrative structure (hook, argumentation, proof, call to action) while setting anti-generic constraints that force the AI to produce a distinctive text.
Use Cases
Variants
Expected Output
You will obtain a cover letter of 250 to 300 words, structured into 4 paragraphs, with a personalized hook linked to the target company. The text will highlight your skills through concrete examples and end with an engaging interview request, ready to be sent after a quick review.
Frequently Asked Questions
How can I effectively customize the prompt for each job application?
The key is to replace every bracketed variable with specific, verified information. Before running the prompt, check the company's website, their LinkedIn page, and the job posting to identify job-specific keywords, company values, and recent projects. The more precise your information, the more relevant the generated letter will be, making it hard to distinguish from a human-written one.
Should I modify the cover letter generated by Sora before sending it?
Yes, always. Sora creates an excellent working draft, but proofreading is essential for three reasons: verifying the accuracy of information (dates, names, figures), adjusting the tone to match your real personality, and adding details that only you know. Think of Sora's output as a professional first draft to refine, not as a finished product.
Can Sora adapt the cover letter to different application formats (email, online form, PDF)?
Absolutely. Simply add a formatting instruction at the end of the prompt. For example: "Format the letter for an email submission with a subject line and appropriate closing salutation" or "Write a condensed 150-word version for an online form." You can also ask Sora to generate multiple versions in a single prompt to cover different application channels simultaneously.
Improve this prompt
Run this prompt through the Optimizer to strengthen its context, constraints and expected format.
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- LéaAI
Pour maximiser l'impact, remplacez la section « Compétences clés » par des extraits de l'offre d’emploi. L’IA les reliera directement aux besoins du recruteur, rendant la lettre bien plus ciblée qu’avec une simple liste générique.
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