20 tested prompts across 4 stages. Works with ChatGPT, Claude, and Gemini.

Getting ChatGPT for Job Search right takes more than a single prompt. This 4-stage guide covers Define your target and strategy, Build your application materials, Prepare for interviews, and more, breaking the whole process into focused steps where each prompt builds on the last. Use ChatGPT to run a smarter, faster job search — from targeting the right roles and building application materials through interview preparation, offer negotiation, and follow-up strategy. Every prompt is tested and runs in ChatGPT, Claude, and Gemini.
Stage 1
Most job searches fail in the targeting phase, not the application phase. These prompts help you get precise about what you are looking for and build a strategy that competes.
Looking
I am looking for a new role as a [JOB TITLE] in [INDUSTRY/SECTOR]. My background: [2-3 SENTENCE SUMMARY]. Help me define a precise job search target: which job titles to apply for, which company types and sizes to prioritize, which industries to target, and which 3 skills to lead with in every application.
Most realistic path
I want to transition from [CURRENT ROLE/INDUSTRY] to [TARGET ROLE/INDUSTRY]. What is the most realistic path for someone with my background? Identify the 3 entry points into [TARGET INDUSTRY], the skills I need to develop or highlight, and the types of companies most likely to take a bet on a career changer.
Been applying
I have been applying for [X] weeks with [Y] interviews from [Z] applications. Diagnose where the bottleneck is in my job search funnel — application quality, targeting, volume, or follow-up — and give me a specific fix for each weak point.
Write day job search
Write a 30-day job search action plan for someone targeting [JOB TITLE] roles at [COMPANY TYPE]. Include daily tasks, weekly goals, outreach targets, and the one thing I should do each week that most job seekers skip.
Highest-value ways
What are the highest-value ways to spend 2 hours per day on a job search for [JOB TITLE] roles? Rank by impact: applications, networking, LinkedIn optimization, skill building, or something else. Give me a daily schedule with the reasoning behind each allocation.
Stage 2
Your resume, cover letter, and LinkedIn profile are the three documents every hiring decision starts from. These prompts help you make each one do its job.
Review resume
Review my resume for a [JOB TITLE] application: [PASTE RESUME]. Identify: (1) which bullet points are achievements vs. duties, (2) which sections are missing or weak, (3) which keywords from this job description are absent: [PASTE JOB DESCRIPTION]. Rewrite the 3 weakest bullet points with the improvements.
Write cover letter
Write a cover letter for this role at [COMPANY NAME]: [PASTE JOB DESCRIPTION]. My most relevant experience in one sentence: [DESCRIBE IT]. The letter should open with something specific about [COMPANY NAME], not a generic opener, and make one clear argument for why I am the right person for this role.
Optimize LinkedIn profile
I need to optimize my LinkedIn profile for [JOB TITLE] searches. Here is my current headline: [PASTE IT]. Here is my About section: [PASTE IT]. Rewrite the headline (under 120 characters) and About section (under 300 words) to attract recruiters searching for [JOB TITLE] at [COMPANY TYPE].
Extract 10 most common
I am applying for [JOB TITLE] roles at [COMPANY SIZE/TYPE]. Here are 5 job descriptions I have been targeting: [PASTE THEM]. Extract the 10 most common keywords, skills, and phrases across all 5. These should appear in my resume and cover letter.
Application materials look
My application materials look like every other candidate in my field. Here is my resume summary: [PASTE IT]. Rewrite it to open with a specific, data-backed statement of value that no other candidate could say, using this career highlight: [DESCRIBE YOUR BEST ACHIEVEMENT].
Stage 3
Interviews reward preparation. These prompts help you anticipate questions, structure strong answers, and walk in ready for anything.
Generate most likely interview
I have an interview for [JOB TITLE] at [COMPANY NAME]. Here is the job description: [PASTE IT]. Generate the 10 most likely interview questions for this specific role and company, with a one-paragraph model answer for each based on my background: [BRIEF BACKGROUND SUMMARY].
Answer interview question
Help me answer this interview question using the STAR method: "[INTERVIEW QUESTION]". My relevant experience: [DESCRIBE RELEVANT SITUATION OR ACHIEVEMENT]. Write a 90-120 second answer that is specific, confident, and ends with the result.
Preparation framework
I tend to struggle with [TYPE OF QUESTION: E.G. BEHAVIORAL, TECHNICAL, CASE STUDY, SALARY] questions in interviews. Give me a preparation framework for this question type, 3 example questions with model answers, and 2 common mistakes to avoid.
Research recent news
I have an interview at [COMPANY NAME] in [INDUSTRY]. Research their recent news, products, and stated priorities, and give me: 3 smart questions to ask my interviewer, 2 company-specific points I should reference in my answers, and 1 contrarian observation that shows I have thought critically about their business.
Run practice interview
Run a practice interview with me for a [JOB TITLE] role. Ask me 5 questions — one behavioral, one technical or functional, one about my career history, one about my goals, and one curveball. After I answer each, give me a score out of 10 and specific feedback on what to improve.
Stage 4
Most candidates leave money on the table by not negotiating or negotiating poorly. These prompts help you close the search on the best possible terms.
Received job offer
I received a job offer of [BASE SALARY + DETAILS] for [JOB TITLE] at [COMPANY]. My research suggests market rate is [RANGE]. Write a negotiation email that counters at [TARGET SALARY], provides a brief justification using market data and my specific value, and keeps the tone collaborative not adversarial.
Company will not
The company will not budge on base salary but says they have flexibility elsewhere. What are the 5 most valuable non-salary compensation elements I should negotiate for a [SENIORITY LEVEL] role, ranked by financial value?
Offers: Offer
I have two offers: Offer A is [DETAILS] and Offer B is [DETAILS]. Help me make this decision by building a comparison framework that weighs total compensation, growth potential, role quality, culture signals, and risk. Then give me your recommendation.
Write follow-up email
Write a follow-up email to send 5 days after my final interview at [COMPANY NAME] for [JOB TITLE]. I have not heard back. The email should: check in naturally, reiterate my enthusiasm with one specific reason, and ask for an update on timing without being pushy.
Decline offer
I want to decline this offer from [COMPANY NAME] but keep the door open for future opportunities. Write a professional, warm decline email that thanks them genuinely, explains my decision without oversharing, and leaves a positive impression.
Quality beats quantity. Fifteen to twenty tailored applications per week outperforms 50 generic ones. Each application should reference the specific company and role. Use ChatGPT to help you personalize at scale without sacrificing quality.
One page, 250-350 words. Hiring managers spend 30-60 seconds on a cover letter. Three focused paragraphs — a compelling opener, your strongest relevant evidence, and a clear close — is the right structure.
Always. Research shows that over 70% of employers expect negotiation and leave room for it in initial offers. Counter within 24-48 hours of receiving the offer, in writing, with a brief rationale. The worst outcome is they say no.
Yes. For coding interviews, use ChatGPT to explain data structures, walk through algorithm problems, and review your solutions. For case interviews, use it to run practice cases. For any interview type, it can generate role-specific questions and critique your answers.
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