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Cover Letter AI: 3 Expert Prompts to Craft Powerful Job Applications

Leverage ai for your cover letter with these 3 proven prompts to tailor your application, highlight achievements, and impress hiring managers.

Cover letters: the least-loved but still-read sibling of the resume. If writing one makes you stare at a blinking cursor in existential dread, you’re not alone. Luckily, AI is really good at helping you sound smart, strategic, and actually excited about a job. This triple-prompt edition gives you cover letter templates for just about any scenario—from tailoring to a job description to gracefully explaining that career gap.

Prompt 1: Tailoring to a Specific Job Description

I am in the process of applying for the position of [Job Title] at [Company Name], and I would like assistance in crafting a compelling cover letter. Below is the job description, which includes key requirements and responsibilities: [paste or summarize key requirements and responsibilities]. Additionally, here is my resume for reference: [attach or paste resume].

Please draft a cover letter that fulfills the following criteria:

  1. Engaging Opening: Begin with a captivating hook that effectively connects my professional background to the company’s mission or the specific needs of the role.

  2. Experience Alignment: Clearly align my top 3–4 relevant experiences or achievements with the job requirements outlined in the description.

  3. Appropriate Language: Utilize phrasing and keywords that mirror the job description to demonstrate a strong fit, ensuring that it flows naturally and does not seem forced.

  4. Tone: Maintain a professional yet enthusiastic tone throughout the letter to convey my genuine interest in the position.

  5. Strong Conclusion: End with a powerful closing paragraph that expresses my eagerness for the opportunity and outlines potential next steps.

After drafting the cover letter, please provide a brief explanation of why each paragraph is effective and offer suggestions for further customization, such as alternative achievements to highlight or adjustments to the tone.

Prompt 2: Showcasing Soft Skills and Cultural Fit

I am aiming to secure a position as [Job Title] at [Company Name]. I have provided my resume here: [attach or paste]. In light of the company's culture, which includes values such as [mention any known values or culture notes from research], I would appreciate your assistance in crafting a compelling cover letter that accomplishes the following:

  • Emphasizes 2–3 relevant soft skills or traits (such as leadership, collaboration, or adaptability) by incorporating brief illustrative stories or examples drawn from my past experiences that effectively showcase these attributes.

  • Clearly reflects my understanding of the company’s culture and values, articulating why I would be an excellent fit within that environment.

  • Adheres to a structured format consisting of a concise introduction, 2–3 body paragraphs, and a conclusion, while seamlessly integrating narrative elements or personal anecdotes throughout.

  • Avoids generic statements (e.g., “I am a team player”) and instead provides specific illustrations that demonstrate my skills in action.

Once the draft is complete, I would appreciate your feedback on how effectively the examples convey the intended soft skills, along with suggestions for alternative anecdotes or phrasing if necessary.

Prompt 3: Addressing Career Transitions or Gaps

I am seeking assistance in crafting a cover letter as I transition from my current role in [current/previous industry or role] to a new position in [new industry or role]. I have attached my resume for your reference. Additionally, I have a gap in my employment history from [month/year] to [month/year] due to [career break reason: e.g., caregiving, study, personal project].

Please help me draft a cover letter that achieves the following objectives:

  1. Clearly frames my past experiences to highlight transferable skills that are relevant to the new role I am pursuing.

  2. Provides a concise and positive explanation for my employment gap or transition period, ensuring it is presented in a constructive manner.

  3. Emphasizes my enthusiasm for entering the new field and outlines the proactive steps I have taken to prepare for this transition, such as relevant courses, projects, or volunteer work.

  4. Maintains a confident and assertive tone throughout the letter, avoiding any language that may come across as apologetic.

Once the draft is complete, I would appreciate suggestions for alternative ways to frame the gap or transition period, as well as optional sentences that I can choose from depending on whether I want the tone to be more formal or conversational.

Tips:

  • Make sure to attach your Cover Letter or paste it in

  • Always add the context of the job title

  • Don’t be afraid to give follow-up commands to make it more your style

Cover letters don’t have to feel like homework. With the right prompt, AI can help you write one that feels personal, polished, and actually worth reading. So go ahead—copy, paste, and give your job application that extra edge.

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