How to Use ChatGPT for a Job Search (and Other AI Models)
Large language models (LLMs) like ChatGPT and Claude AI can help with much more than writing a resume. You can also use AI to prepare cover letters, analyze job descriptions, and much more.
The key is to avoid generic requests like “write my resume” and give the AI model clear context instead, which detailed prefilled prompts can help you with.
For more personalized results, use and fill in the [BRACKETS] in each prompt to add your own information in fields such as:
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[JOB TITLE]
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[JOB DESCRIPTION]
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[YOUR EXPERIENCE]
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[KEY ACHIEVEMENTS]
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[COMPANY NAME]
The more specific you are, the stronger the output the LLM will give you.
How to Use ChatGPT to Write a Resume
Treat ChatGPT like a writing assistant to help you add information to your resume and cover letter.
To make sure you can add all your professional details clearly, follow these steps:
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Provide your qualifications: Include your work history, skills, certifications, and measurable results.
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Use structured prompts: A prompt like “Write my resume” is too broad. Use ChatGPT resume prompts with [BRACKETS] to help you add the right context.
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Add role-specific information: Fill in the [JOB TITLE], [INDUSTRY], and [JOB DESCRIPTION] fields.
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Refine section by section: Ask follow-up questions to improve your summary, skills, or bullet points.
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Edit before using: Check facts, remove generic wording. Then make the tone sound like you wrote it all yourself in a professional tone.
Every AI model writes differently, and on Lorka AI you can follow these steps on GPT, Gemini, and more to get the perfect balance in your resume to compare styles.
The Best ChatGPT Prompts for Resume Writing & ATS Optimization
Below are prompts organized by resume section and job search stage that you can use to create a resume that will score well with an application tracking system.
Analyzing job descriptions with AI
Try these ChatGPT resume prompts to better understand what the employer is really looking for.
Prompt 1: Extract the key job requirements
Use this prompt when you want to understand the role before editing your resume.
Example prompt 🔎
Act as a career coach and resume strategist. Analyze the job description below for a [JOB TITLE] role at [COMPANY NAME].
Job description:
[JOB DESCRIPTION]
Create a clear list of the most important requirements, including:
- Required skills
- Preferred skills
- Years of experience
- Tools, platforms, or certifications mentioned
- Main responsibilities
- Repeated keywords or phrases
Organize the output in simple bullet points. Do not rewrite my resume yet.
➡️TRY THIS PROMPT⬅️
Prompt 2: Identify ATS keywords from a job description
This prompt is useful when you want your resume to match the language of the job posting without keyword stuffing.
Example prompt 🔎
Act as an ATS resume optimization expert. Review this job description for a [JOB TITLE] position in [INDUSTRY].
Job description:
[JOB DESCRIPTION]
Extract the top ATS keywords I should consider using in my resume. Group them by:
- Hard skills
- Soft skills
- Job-specific responsibilities
- Tools and software
- Certifications or qualifications
- Action verbs
Only include keywords that appear naturally relevant to the role. Also explain where I could place these keywords in an ATS-friendly resume, such as the summary, skills section, or work experience bullets.
➡️TRY THIS PROMPT⬅️
Prompt 3: Compare my resume to the job description
This AI prompt gives you a practical checklist for improving your value and keeping your resume accurate.
Example prompt 🔎
Example prompt:
Act as a resume reviewer. Compare my current resume with the job description below and identify gaps.
Target job title:
[JOB TITLE]
Company:
[COMPANY NAME]
Job description:
[JOB DESCRIPTION]
My current resume:
[CURRENT RESUME]
My experience:
[YOUR EXPERIENCE]
Key achievements:
[KEY ACHIEVEMENTS]
Please provide:
- Skills or keywords missing from my resume
- Experience I should emphasize more clearly
- Achievements that could be rewritten with stronger results
- Sections that may not be ATS-friendly
- 5 suggested improvements before I apply
Do not invent experience, metrics, certifications, or job titles. Only use the information I provide.
➡️TRY THIS PROMPT⬅️
Resume bullet points & achievement statements
Turn daily responsibilities into results-focused resume bullets that can clearly show off your skills and achievements.
Prompt 1: Convert responsibilities into STAR-based bullet points
Use this prompt when your resume sounds like a task list instead of showing impact.
Example prompt 🔎
Act as a resume-writing expert. Convert my responsibilities into strong resume bullet points using the STAR method: Situation, Task, Action, and Result.
Job title:
[JOB TITLE]
Industry:
[INDUSTRY]
My responsibilities:
[YOUR RESPONSIBILITIES]
My key achievements:
[KEY ACHIEVEMENTS]
Target job description:
[JOB DESCRIPTION]
Create 5 ATS-friendly resume bullet points. Each bullet should start with a strong action verb, include relevant keywords from the job description, and focus on measurable impact where possible. Do not invent results, numbers, or responsibilities.
➡️TRY THIS PROMPT⬅️
Prompt 2: Quantify my accomplishments
This ChatGPT prompt for a resume can be used when you know what you achieved but need help making it more specific.
Example prompt 🔎
Act as a career coach. Help me quantify my accomplishments for a [JOB TITLE] resume.
My role:
[JOB TITLE]
My experience:
[YOUR EXPERIENCE]
Achievements I want to include:
[KEY ACHIEVEMENTS]
Context or numbers I remember:
[METRICS, TEAM SIZE, BUDGET, TIME SAVED, SALES GROWTH, CUSTOMER RESULTS]
Target role:
[TARGET JOB TITLE]
Rewrite these achievements as 5 resume bullet points with clear results. Suggest where I could add numbers if exact metrics are missing, but mark those suggestions clearly with [ADD METRIC] so I can verify them.
➡️TRY THIS PROMPT⬅️
Prompt 3: Upgrade weak bullet points with action verbs
Try this AI instruction when your resume includes phrases like “responsible for” or “helped with.”
Example prompt 🔎
Act as an ATS resume editor. Improve the bullet points below for a [JOB TITLE] application.
Current resume bullet points:
[CURRENT BULLET POINTS]
Target job description:
[JOB DESCRIPTION]
Key skills I want to highlight:
[KEY SKILLS]
Rewrite each bullet point using stronger action verbs, simple ATS-friendly formatting, and clear professional language. Keep the meaning accurate and avoid exaggerating my experience.
➡️TRY THIS PROMPT⬅️
Prompt 4: Tailor resume bullets to a specific role
Use this prompt when applying to a job that matches your experience but needs better keyword alignment.
Example prompt 🔎
Act as a resume tailoring specialist. Rewrite my work experience bullet points for a [TARGET JOB TITLE] role at [COMPANY NAME].
Job description:
[JOB DESCRIPTION]
My current role:
[CURRENT JOB TITLE]
My current bullet points:
[CURRENT BULLET POINTS]
My relevant achievements:
[KEY ACHIEVEMENTS]
Create 5 tailored resume bullet points that naturally reflect the job description. Prioritize ATS keywords, measurable achievements, and responsibilities that match the target role. Keep the bullets honest and easy for a recruiter to scan.
➡️TRY THIS PROMPT⬅️
Prompt 5: Reframe experience for a career change
If you're going to switch into a new field and you need to highlight transferable skills, you can use the AI command below.
Example prompt 🔎
Act as a career-change resume coach. Help me reframe my experience for a transition from [CURRENT FIELD] to [TARGET FIELD].
Current job title:
[CURRENT JOB TITLE]
Target job title:
[TARGET JOB TITLE]
My experience:
[YOUR EXPERIENCE]
Transferable skills:
[TRANSFERABLE SKILLS]
Target job description:
[JOB DESCRIPTION]
Key achievements:
[KEY ACHIEVEMENTS]
Write 5 ATS-friendly resume bullet points that connect my past experience to the target role. Focus on transferable skills, relevant outcomes, tools, communication, leadership, problem-solving, and measurable results. Do not make my background sound like direct experience if it is not.
➡️TRY THIS PROMPT⬅️
Resume summary & professional headlines
These prompts help you create a strong opening section that matches the role, includes relevant keywords, and still sounds like you.
Prompt 1: Create multiple resume summary styles
This is helpful when you are not sure whether your resume should sound more direct or career-growth-focused.
Example prompt 🔎
Act as a resume writing expert. Write 3 different professional summary options for my resume.
Target job title:
[JOB TITLE]
Industry:
[INDUSTRY]
Years of experience:
[YEARS OF EXPERIENCE]
My strongest skills:
[KEY SKILLS]
My main achievements:
[KEY ACHIEVEMENTS]
Target job description:
[JOB DESCRIPTION]
Write:
1 concise ATS-friendly summary
1 achievement-focused summary
1 career-growth summary
Each summary should be 2–3 sentences, include relevant keywords naturally, and avoid generic phrases like “hard-working” or “team player.” Do not invent experience or metrics.
➡️TRY THIS PROMPT⬅️
Prompt 2: Turn my LinkedIn profile into a resume summary
A LinkedIn “About” section is often too broad for a resume. This resume prompt helps shorten it into a focused summary for recruiters.
Example prompt 🔎
Act as a resume editor. Convert my LinkedIn profile summary into a concise resume summary for a [JOB TITLE] application.
LinkedIn profile summary:
[LINKEDIN ABOUT SECTION]
Target job description:
[JOB DESCRIPTION]
My relevant experience:
[YOUR EXPERIENCE]
Key achievements to include:
[KEY ACHIEVEMENTS]
Create a 2–3 sentence resume summary that is ATS-friendly, recruiter-focused, and aligned with the target role. Keep the tone professional and natural. Remove any first-person language, personal storytelling, or details that are better suited for LinkedIn than a resume.
➡️TRY THIS PROMPT⬅️
Prompt 3: Optimize my resume headline and summary with keywords
When your resume is already written but needs better alignment with the job description, you can use this resume writing prompt for your summary statement.
Example prompt 🔎
Act as an ATS resume optimization specialist. Improve my resume headline and professional summary for the following role.
Target job title:
[JOB TITLE]
Company:
[COMPANY NAME]
Job description:
[JOB DESCRIPTION]
Current resume headline:
[CURRENT HEADLINE]
Current resume summary:
[CURRENT SUMMARY]
Skills and qualifications I want to highlight:
[KEY SKILLS AND QUALIFICATIONS]
Rewrite my headline and summary using relevant keywords from the job description. Keep the headline short, clear, and specific. Keep the summary to 2–3 sentences. Make sure the language is ATS-friendly but still readable for a human recruiter.
➡️TRY THIS PROMPT⬅️
Tailoring your resume to job descriptions
You can use the following ChatGPT prompts to tailor your resume to a job description. This will help you adjust your resume for each role without rewriting everything from scratch.
Prompt 1: Quickly tailor my resume for an urgent application
When you need to apply soon, this prompt helps you make focused changes fast while keeping your resume clear and ATS-friendly.
Example prompt 🔎
Act as a resume-tailoring expert. I need to quickly tailor my resume for a [JOB TITLE] role at [COMPANY NAME].
Job description:
[JOB DESCRIPTION]
My current resume:
[CURRENT RESUME]
My most relevant experience:
[YOUR EXPERIENCE]
Key achievements I want to emphasize:
[KEY ACHIEVEMENTS]
Please provide:
The top 5 changes I should make before applying:
Keywords from the job description that I should add naturally
Resume bullets that should be rewritten or moved higher
Any sections that are too generic or not relevant
A revised professional summary for this specific role
Keep the recommendations practical and fast to apply. Do not invent experience, results, tools, or certifications.
➡️TRY THIS PROMPT⬅️
Prompt 2: Create a role-specific resume version
This command works well if you plan on applying to several job types and need a resume version for each one.
Example prompt 🔎
Act as a career coach and ATS resume editor. Help me create a role-specific version of my resume for [TARGET JOB TITLE].
Target role:
[TARGET JOB TITLE]
Target industry:
[INDUSTRY]
Company or type of company:
[COMPANY NAME OR COMPANY TYPE]
Job description:
[JOB DESCRIPTION]
My base resume:
[CURRENT RESUME]
Relevant skills:
[KEY SKILLS]
Relevant achievements:
[KEY ACHIEVEMENTS]
Create a tailored resume version that includes:
A revised headline
A revised 2–3 sentence summary
A prioritized skills section
Improved work experience bullets
Keywords from the job description used naturally
Keep the formatting simple for ATS systems. Use standard section headings, avoid tables or graphics, and keep the content accurate to my experience.
➡️TRY THIS PROMPT⬅️
Best ChatGPT Prompts for Cover Letter
Not sure what to write when a job asks you to send in a cover letter?
Whether you hate writing letters or just have no idea how to write one, always avoid a generic-looking letter.
Give your AI model the job description, company details, your resume, and one or two reasons you are interested in the role.
You can test the following prompts across different AI models in Lorka AI. For example, Claude Sonnet 4.6 is especially useful when you want a natural tone, while other models may give you more structured versions.
Prompt 1: Write a personalized cover letter with a strong opening
This cover letter prompt helps you create a full letter that references the role and your most relevant experience from the start.
Example prompt 🔎
Act as a career coach and professional cover letter writer. Write a personalized cover letter for a [JOB TITLE] position at [COMPANY NAME].
Job description:
[JOB DESCRIPTION]
Company details or mission:
[COMPANY INFORMATION]
My current resume:
[CURRENT RESUME]
My most relevant experience:
[YOUR EXPERIENCE]
Key achievements to include:
[KEY ACHIEVEMENTS]
Why I am interested in this role:
[REASON FOR INTEREST]
Write a cover letter with:
A compelling opening paragraph that mentions the specific role and one detail from the job description or company
A body paragraph that connects my experience to the company’s needs
A second body paragraph that highlights 1–2 achievements without repeating my resume word for word
A professional closing paragraph with a clear call-to-action
Keep the tone confident, natural, and professional. Avoid generic phrases like “I am writing to express my interest” or “I believe I am a perfect fit.” Do not invent experience, metrics, or company details.
➡️TRY THIS PROMPT⬅️
Prompt 2: Create a story-driven cover letter using company research
This command is a good fit when you want the letter to feel more thoughtful and match the employer’s targets.
Example prompt 🔎
Act as a cover letter strategist. Help me write a story-driven cover letter that connects my background to the needs of [COMPANY NAME].
Target role:
[JOB TITLE]
Job description:
[JOB DESCRIPTION]
Company research notes:
[COMPANY RESEARCH]
My professional background:
[YOUR EXPERIENCE]
Relevant skills:
[KEY SKILLS]
Achievement or career story I want to include:
[CAREER STORY OR KEY ACHIEVEMENT]
Create a structured cover letter that includes:
- A personalized opening based on the company’s work, product, mission, or recent news
- A body paragraph that tells a brief career story showing how I solved a relevant problem
- A paragraph connecting my skills to the responsibilities in the job description
- A concise closing that thanks the reader and invites the next step
Make the writing sound human and specific, not overly formal or AI-generated. Keep it under one page and avoid copying exact sentences from my resume.
➡️TRY THIS PROMPT⬅️
ChatGPT Prompts for Job Interview Preparation
AI can help you practice before an interview by generating likely questions, improving your answers, and helping you prepare thoughtful follow-ups.
Claude Opus 4.8 is especially helpful for realistic role-play, while Gemini 3.5 Flash can be useful for technical interview prep.
Mock interview & behavioral questions
This prompt helps you practice realistic interview scenarios, including behavioral questions, technical questions, “Why should we hire you?” answers, and weakness questions.
Example prompt 🔎
Act as an interview coach and hiring manager for a [JOB TITLE] role at [COMPANY NAME]. Run a realistic mock interview based on the job description below.
Job description:
[JOB DESCRIPTION]
My resume:
[CURRENT RESUME]
My experience:
[YOUR EXPERIENCE]
Key achievements:
[KEY ACHIEVEMENTS]
Interview type:
[BEHAVIORAL, TECHNICAL, PANEL, SCREENING, FINAL ROUND]
Ask me:
5 behavioral interview questions
3 technical or role-specific questions
1 “Why should we hire you?” question
1 “What is your biggest weakness?” question
After each answer, give feedback on clarity, relevance, confidence, and structure. Suggest a stronger answer using the STAR method where appropriate. Do not answer for me until I respond.
➡️TRY THIS PROMPT⬅️
Questions to ask your interviewer
Asking a hiring manager strong questions shows that you understand the role and care about the company’s needs, not just the job title. Try these commands to practice asking the right questions.
Example prompt 🔎
Act as a career coach helping me prepare questions to ask at the end of an interview for a [JOB TITLE] role at [COMPANY NAME].
Job description:
[JOB DESCRIPTION]
Company research notes:
[COMPANY RESEARCH]
My priorities in a role:
[CAREER PRIORITIES]
Interview stage:
[SCREENING, HIRING MANAGER, TECHNICAL, FINAL ROUND]
Create 10 thoughtful questions I can ask the interviewer. Include:
Questions about the role’s priorities
Questions about team structure and expectations
Questions based on the company’s product, mission, or recent news
Questions about success in the first 90 days
Questions that help me evaluate whether the role is a good fit
Keep the questions professional, specific, and natural. Avoid questions that can be answered with a quick search.
➡️TRY THIS PROMPT⬅️
Post-interview follow-ip
Use this prompt to write follow-up messages that sound polite, specific, and confident without being pushy.
Example prompt 🔎
Act as a professional communication coach. Write post-interview follow-up messages for a [JOB TITLE] interview at [COMPANY NAME].
Interview details:
[WHO YOU INTERVIEWED WITH, DATE, INTERVIEW STAGE]
Topics we discussed:
[INTERVIEW TOPICS]
What I want to reinforce:
[KEY SKILLS OR ACHIEVEMENTS]
Company or role detail to mention:
[SPECIFIC DETAIL FROM INTERVIEW]
Current situation:
[THANK-YOU EMAIL OR FOLLOW-UP AFTER NO RESPONSE]
Create:
A thank-you email I can send within 24 hours
A shorter LinkedIn or email follow-up message
A polite follow-up after no response for [NUMBER OF DAYS] days
Keep the tone warm, professional, and concise. Mention one specific conversation detail so the message feels personalized. Avoid sounding desperate, overly formal, or generic.
➡️TRY THIS PROMPT⬅️
How to Test These Prompts in Lorka AI’s All-in-One Platform
In Lorka AI, you can test prompts in one workspace with an all-in-one $19.99/month plan, instead of paying around $60/month for three separate subscriptions.
Use different models' strengths to help you create the following:
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GPT-5.5 Instant: Structured resumes, ATS-friendly edits, formal cover letters
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Claude Opus 4.8: Natural outreach, personalized cover letters, interview role-play
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Gemini 3.5 Flash: Company research and role analysis
To get started using AI like ChatGPT for your job search, simply follow these steps:
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Open Lorka’s AI chat and paste a prompt
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Run it in all three models
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Compare tone, structure, and detail
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Save the strongest version
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Edit the output so it sounds natural
Try These Resume Prompts in Lorka AI
Paste any resume, cover letter, or job description into Lorka AI and compare GPT-5.5, Claude Opus 4.8, and Gemini 3.5 Flash side by side to find the strongest version faster.
Test Resume Prompts in Lorka AIBest Practices: Using AI Ethically in Your Job Search
AI is a great tool but doesn’t work perfectly on its own. Always review AI outputs for accuracy, because tools can misread details or create information that sounds convincing but is not true.
A few safe habits you can use to make sure you have a resume that looks natural and highlights your key accomplishments:
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Edit every resume, cover letter, and answer in your own voice
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Avoid keyword stuffing just to pass ATS filters
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Be transparent if an employer asks whether you used AI
Remember to use AI to organize and improve your story while keeping your final application authentic.
FAQs About ChatGPT Resume Prompts
LLMs like GPT-5.5, GPT-5.4, and other versions can help create a resume from scratch if you create a prompt that provides your work history, target job title, skills, achievements, and the job description in full detail to give the model the most context possible for an effective output.
