Drafting and Refining Your Professional Documents
- AI models can be valuable tools for drafting and refining your resume and cover letter. Let the AI platforms help structure your documents by providing the necessary details.
- However, avoid simply copying and pasting AI-generated content—it may lack originality and contain inaccuracies. Use it as a foundation but always edit and personalize it to ensure it reflects your unique skills and experiences.
Analyzing Job Descriptions
- To tailor your resume or cover letter effectively, prompt the AI tool to analyze the job description.
- For example, you can prompt it to “Review this job description” and provide the text.
- The AI models can highlight key skills, keywords, and phrases important for the position. This ensures that your application aligns with the job requirements.
Seeking Feedback and Improvements
- For targeted feedback, you can prompt the AI model to, “Act like a university career advisor; recommend five improvements to my resume using this job description.”
- This can help you identify areas for enhancement, such as adding specific examples or restructuring content.
Personalization and Final Touches
- Remember, AI-generated content should be a starting point.
- The final version of your resume and cover letter must be personalized to reflect your unique qualifications and career goals.
- Review all AI suggestions critically and ensure that your documents authentically represent you.
Characteristics of a Good AI Prompt
AI prompts are the text-based instructions or questions users provide to guide generative AI models to produce specific outputs. Here are some tips when prompting your AI model:
- Be Specific: Clearly state the task, context, and desired outcome.
- Example: Write a results-driven and quantifiable resume bullet for a sales manager focusing on exceeding revenue targets.
- Include Context: Provide industry, job role, or specific traits.
- Example: “Generate a cover letter opening paragraph for a software developer transitioning to a project management role.”
- Request Formatting or Style: Specify tone, structure, or formatting preferences.
- Example: “List three concise and action-oriented resume bullet points using strong action verbs.”
- Provide Input and Ask for Refinement: Offer a draft and request improvement.
- Example: “Rewrite this accomplishment to emphasize measurable results: ‘Improved team efficiency by implementing new workflows.'”
- Encourage Creativity Within Limits: Set boundaries for AI creativity.
- Example: “Suggest two engaging and professional ways to describe leadership experience in the healthcare industry.”

AI Cover Letter Prompts & Considerations
AI prompts are the text-based instructions or questions users provide to guide generative AI models to produce specific outputs!
Using AI prompts can assist in drafting a cover letter by pulling from the job description and incorporating your skills, experiences, and personal qualities!
- The AI tool can assist in drafting a cover letter by pulling from the job description and incorporating your skills, experiences, and personal qualities.
- Start by prompting the AI tool to “Write a 3-paragraph cover letter for the job position with the company name and business type using the resume and extra skills provided, and in a formal tone.”
- This provides a comprehensive template.
- Once you have a draft, prompt the AI tool to “Rewrite the cover letter in a concise 3-paragraph format, making every word count.”
- Compare both versions and identify sections from the 5-paragraph version that you want to reintegrate.
- You can prompt the AI tool to “Reinject [text] into the cover letter.” Always ensure that the final letter accurately reflects your experiences and personality.
Having a clear outline simplifies the writing process. Use these prompts for structural guidance:
- Provide a narrative structure for my cover letter as a [role] applying to [company name].
- What should each paragraph include in a cover letter for a [specific industry] job?
- Help me craft a compelling opening to grab the recruiter’s attention.
- Outline a cover letter that highlights my expertise in [specific area].
- Draft a cover letter opening that highlights adaptability and problem-solving skills for a career transition to [specific field or job role].
- Write an attention-grabbing opening paragraph for a cover letter tailored to [company name] and its focus on [specific value or mission].
The tone of your cover letter can make a significant impact. Use these prompts to adjust and enhance your tone:
- Make this opening sentence more engaging: [insert your opening sentence].
- Rewrite this paragraph to sound more professional and confident: [paste paragraph].
- Transform this into a closing paragraph with a memorable impression: [insert draft].
- Adjust my cover letter to balance professionalism and enthusiasm.
Applicant Tracking Systems (ATS) often prioritize applications with relevant keywords. Use these prompts to optimize your cover letter:
- Identify key terms in this job description and integrate them into my draft.
- Evaluate my cover letter for ATS compatibility: [paste cover letter].
- Rephrase this sentence to include essential industry keywords.
- Suggest ways to include keywords like [keyword list] naturally in this cover letter: [insert text].
Help with brainstorming unique ways to showcase your personality and skills:
- What are creative ways to demonstrate my passion for [specific industry] in a cover letter?
- Suggest how I can connect my previous experience as [your role] to this new opportunity in [new field].
- What story or example can I use to highlight my leadership skills for this role?
- Based on this job description what is the biggest challenge someone in this position would face day to day (paste job description)
If you’re starting from scratch, these prompts can help you create a solid first draft:
- Write a cover letter for a [specific role] at [company name] based on this job description: [insert job description].
- Draft a cover letter focusing on my skills in [specific area] and experience in [specific job or project].
- Adapt this cover letter paragraph to reflect [company’s values or specific job requirements].
- What areas of my cover letter need further improvement or detail based on [job description]
- Draft a cover letter using my resume, the job description, and industry/company pain points
- Can you review this cover letter as a recruiter or hiring manager for [type company or field name]?
- If you were a recruiter or hiring manager what impression does my cover letter give you?

AI Resume Prompts & Considerations
AI prompts are the text-based instructions or questions users provide to guide generative AI models to produce specific outputs!
AI models can assist in drafting a resume by pulling from the job description and incorporating your skills, experiences, and personal qualities!
- You can instruct the AI tool to “Write a resume for a recent [your major] graduate for this job.”
- This can give you a general idea of what is typically included in resumes for that role.
- However, it’s crucial that you inject your skills and credentials into the resume, ensuring it accurately represents you.
- To align your resume with a specific job description, you can prompt the AI tool with “Align and improve my resume by incorporating the job description.”
- This can help incorporate relevant keywords and highlight your qualifications.
- Additionally, AI may suggest accomplishments you may have overlooked. Always review and modify these suggestions to reflect your achievements and experiences.
- If you need to shorten your resume, ask the AI tool, “Are there any unnecessary words or phrases in my resume?” or “Are there any unnecessary details in my resume?”
- Ensure the AI’s suggestions don’t remove essential information highlighting your strengths.
- Use the AI tool to create multiple drafts of your resume in different tones or formats.
- This can spark creativity and help you find the best approach for the specific position you are targeting.
- Experimenting with different styles can also reveal new ways to present your qualifications.
Use these prompts to optimize your resumes professional summary:
- Generate 4-6 sentences, concise and impactful professional summary for a [Job Title] with [X] years of experience in [Industry]. Focus on key strengths such as leadership, problem-solving, and technical skills.
- Write a personal statement for a [Job Title] emphasizing experience or education in [specific skills or responsibilities] and a passion for [relevant industry or goal].
Use these prompts to optimize your skills section:
- List key technical and soft skills for a [Job Title] in [Industry]. Include both hard skills like [list specific software, tools, or technical competencies] and soft skills such as [communication, teamwork, problem-solving].
- What are the top skills for a [Job Title] in [Industry]? Include [specific certifications, technologies, or expertise areas].
- Please create a list of transferable skills with this job experience applicable to this job description.
Use these prompts to optimize your bullet points:
- Write three resume bullet points that demonstrate leadership in [industry] with a focus on [key skill or achievement].
- Create an action orientation bullet point for this accomplishment: [insert original sentence].
- Write a bullet point list of achievements for a [job title] at [Company Name], focusing on quantifiable results (e.g., increased sales by 20%, managed team of [X] people, etc.).
- Create a description for the role of [job title] at [Company Name] that emphasizes leadership, efficiency improvement, and client relationships.
- Highlight transferable skills from a given work experience as it relates to a desired job/role.
- List (choose desired amount) transferable skills, including hard, and soft skill from [ list job] that transfer to [desired industry].
Use these prompts to optimize your bullet points to more accomplishment based outcomes:
- Rephrase this statement to be more results-oriented and concise: [insert original statement].
- Rewrite this resume bullet focusing on measurable outcomes: [insert original bullet].
- Rephrase my accomplishments so that it reflects the role/tasks of this job description
Use these prompts to optimize your resume using specific keywords:
- Optimize this resume for a job posting with these keywords: [list keywords].
Use these prompts to optimize your resume to align with the job description:
- Tailor this resume bullet point to align with the job description for [specific role or company]: [insert bullet point].
Use these prompts to optimize and reformat your resume:
- Format these bullet points for a professional resume, emphasizing consistency and clarity: [insert list].
- Provide tips to improve the formatting of this resume for readability and ATS compatibility: [insert text].
Use these prompts to optimize your resumes education/degree section:
- Generate an education section for someone who graduated with a [Degree] in [Field of Study] from [University Name], including relevant coursework and any honors or awards.
- Describe a recent [degree or certification] in [field] that emphasizes [relevant skills or topics], including notable achievements or extracurricular involvement.
- Highlight this capstone project/class to reflect the alignment with this given job description.
Use these prompts to optimize your resumes section that notes your achievements or awards:
- Create a section for key achievements in [industry or field] that includes recognition for performance, awards, or honors from reputable organizations.
- Generate a list of notable professional achievements for someone in [Industry] related to [specific accomplishments like revenue generation, leadership roles, or innovation].
- Given these achievements and awards, highlight how they may positively impact this give job description/ organization.
- Highlight these areas of training as they relate/ can be transferred to this job description.
Use these prompts to optimize your resume to included any certifications or training you’ve completed:
- List relevant certifications for a [Job Title] in [Industry], including both industry-specific and technical certifications like [Certification Name].
- Write a certification section for a [Job Title] with the following credentials: [List certifications] and the associated dates.
Use these prompts to optimize your resume to highlight professional development efforts:
- Generate a section describing ongoing professional development efforts for someone working in [industry], including recent training, workshops, and conferences.
- What are the best ways to highlight continuing education and professional growth in [industry] on a resume?
Use these prompts to optimize your resume to highlight volunteer work:
- Create a section highlighting volunteer work for someone in [Industry], focusing on leadership, community involvement, and relevant skills gained.
- Generate a description of [organization name] volunteer role for [position] that showcases initiative, teamwork, and organizational impact.
- List languages spoken and proficiency level for a resume in [Industry] with the ability to use language skills in professional contexts.
- Generate a section showcasing personal projects or side ventures related to [industry or field], highlighting technical skills and passion for the industry.

AI Portfolio Prompts & Considerations
AI prompts are the text-based instructions or questions users provide to guide generative AI models to produce specific outputs!
AI models can assist in drafting a portfolio by pulling from the job description and incorporating your skills, experiences, and personal qualities!
- A resume concisely documents the skills, experience, and education relevant to a job. It provides a summary of your qualifications.
- A portfolio, on the other hand, is a showcase of your work, offering concrete examples of your skills in action. It provides evidence of your abilities, often including projects, case studies, writing samples, coding repositories, or design work.
You can use AI resources to structure and enhance your portfolio by asking:
- Generate a portfolio layout for a [your field] professional showcasing my best work, projects, and skills. This will help you format your portfolio in an engaging and professional way.
To refine your portfolio entries, try:
- Improve my project description to make it more impactful and results-driven. This ensures clarity and emphasizes outcomes, making your work more compelling to potential employers.
If you want your portfolio to align with a job opportunity, use:
- Align my portfolio projects with this job description by emphasizing relevant skills and accomplishments. This helps you highlight the most relevant work for each job application.
To make your projects stand out, prompt:
- Generate a short but engaging summary of this project, including the problem, solution, and impact. This ensures clarity and engagement, making your work easy to understand.
Your portfolio can take many forms—written case studies, GitHub repositories, design showcases, etc.
- Suggest the best format for a portfolio in [your industry] and how to present it effectively. This ensures industry relevance and professional presentation.
Generate a project summary for a coding project you’ve completed. Include the purpose, technologies used, challenges faced, and key outcomes.
Analyze a publicly available dataset (e.g., COVID-19 trends, economic indicators, sports stats) and summarize your findings in a visually appealing format.
Write an analysis of a major cybersecurity incident. Explain the attack, how it was mitigated, and lessons learned for businesses.
Describe a prototype or technical solution you’ve worked on. Detail the design process, materials used, challenges, and results.
Conduct a brief market analysis on a trending industry (e.g., electric vehicles, AI, fintech). Include key players, trends, and future predictions.
Outline a business idea, including target market, value proposition, competitive advantage, and revenue model.
Analyze a company’s stock performance over the past year. Explain key financial metrics, risks, and growth potential.
Describe the creative process behind one of your designs. Explain your inspiration, tools used, and the intended impact on the audience.
Review a poorly designed website or app and suggest UX/UI improvements. Provide wireframe sketches if possible.
Curate a series of your best photographs or digital artwork. Write a brief narrative for each explaining the story behind it.
Summarize the following research paper/essay [you’ve written], focusing on the main argument, evidence, and conclusions.
Analyze a recent policy decision in government, education, or healthcare. Explain its impact and potential improvements.
Compile and format a selection of your best creative writing (poetry, fiction, essays) for inclusion in a personal portfolio.
Write a summary of a laboratory experiment you conducted. Include objectives, methods, findings, and real-world applications.
Analyze a well-documented medical case study. Explain the symptoms, diagnosis, treatment, and outcome.