Applying to jobs is mostly grunt work. You find a listing, rewrite your resume to match it, write a note, repeat a hundred times. The whole point of this system is to hand that grunt work to ChatGPT, point its agent mode at the job boards, and wake up to a full pipeline of matched roles, tailored resumes, and outreach notes already written.
Below is the exact four-step system, the prompts to copy, an honest note on what the agent can and can't do on its own, and then 100 more prompts that cover the entire job hunt from first search to signed offer.
What you need first
Agent mode is the part that does the browsing and building, and it lives on the paid plans (Plus, Pro, Business, or Enterprise), not the free tier. Plus gives you a smaller number of agent runs per month, Pro gives you a lot more. The first two steps below work on any plan. Only the third step, the autopilot one, needs agent mode turned on.
Keep everything in one chat so ChatGPT remembers your resume and the titles it picked. That memory is what makes each later step sharper.
The 4-step system
Step 1: Find the titles you actually rank for
Upload your resume, then paste this. It stops you wasting time on roles you'll never pass the filter for, and hands you the exact keywords the applicant tracking systems scan for.
Act as a senior recruiter. Here is my resume. List the top 20 job titles I am most qualified for, ranked by how strong a match I am. For each title, give me the exact ATS keywords and hard skills that a tracking system scans for, so I know what my resume has to contain to get past the filter.
Step 2: Rewrite your resume for every title
Stay in the same chat and run this. The Google XYZ formula ("accomplished X, measured by Y, by doing Z") is what turns flat duties into results a hiring manager actually stops on.
Now rewrite my resume for every one of those 20 titles. For each version, work in that title's ATS keywords naturally, rewrite my bullets using the Google XYZ formula (accomplished X, measured by Y, by doing Z), and cut any line a hiring manager would skip in the first 10 seconds. Keep each one to a single page.
Step 3: Turn on agent mode and build the pipeline
This is the move that makes it feel like magic. Hit the plus button, switch on agent mode, then paste this. It goes out, reads the boards, and builds you a real spreadsheet.
Go to LinkedIn, Indeed, and the careers pages of my top target companies. Find every role matching my top titles that was posted in the last 7 days. Build me a spreadsheet with one row per role: the job link, the company, a match score out of 100 based on my resume, the key missing keywords, and which of my tailored resume versions to use for it. Sort it by match score, highest first.
Step 4: Line up the outreach
The applications are only half of it. Most interviews come from a human seeing your name. Run this last one to get a warm note ready for every top match.
For my top 50 matches in that spreadsheet, find the likely hiring manager or recruiter for each role on LinkedIn. Write a two-sentence outreach note for each one that mentions the specific role, ties it to one concrete thing from my background, and ends with a soft ask to connect. Add each note as a new column next to its role.
The agent does the part you hate. You wake up to a sorted list of real roles, a resume matched to each, and a note ready to send to the person who actually decides.
One honest note on "while you sleep"
Here's the truth so you're not surprised. Agent mode will happily do the research, the matching, the spreadsheet, the tailored resumes, and the drafted outreach on its own. Where it stops is logins and CAPTCHAs. When a job board asks it to sign in or prove it's human, it pauses and hands the browser back to you, and some sites it just flags for you to do by hand. It also asks before anything it considers a big action, like actually hitting submit.
So the realistic version is this: the agent builds the entire pipeline and writes everything, and you spend the morning reviewing the list, approving the good ones, and clicking send on the drafts it already wrote. That's still the difference between a weekend of copy-pasting and ten quiet minutes with your coffee. Treat the output as done-for-you drafts, not a fully hands-off robot, and you'll love it.
The 100 more prompts
The system above is the engine. These are the prompts that fill in every other part of the hunt. Copy any of them into the same chat so ChatGPT keeps your resume in context.
Finding and matching roles
- Based on my resume, list 15 job titles I'd be a strong match for that I probably haven't thought of.
- Show me adjacent industries where my skills transfer and pay more.
- List 20 companies known for hiring people with my exact background.
- Build me a target list of 30 companies, split into reach, match, and safe.
- Tell me which of my skills are most in demand right now and which are fading.
- Rewrite this job description in plain language and tell me if I'm actually qualified.
- Score this specific listing against my resume out of 100 and tell me what's missing.
- Find the keywords this job post repeats most, since those are what they're filtering for.
- Tell me the realistic salary band for this role in my city.
- List the red flags in this job description that suggest a bad place to work.
- Suggest five search terms I should be using on the job boards that I'm not.
- Tell me which roles to apply to today versus which to keep watching.
Resume and ATS
- Rewrite my resume summary in three sentences for this exact role.
- Turn these job duties into achievement bullets with real numbers.
- Check my resume for anything an ATS would fail to parse and fix the formatting.
- Cut my resume to one page without losing anything that matters.
- Find the weakest three bullets on my resume and rewrite them.
- Add metrics to every bullet that's missing one, and tell me where to find the number.
- Rewrite my resume for a career change into this field.
- Match my resume to this listing and list every keyword gap to close.
- Write three versions of my headline for the top of my resume.
- Translate my military or academic experience into corporate language.
- Tell me what a recruiter sees in the first 10 seconds of my resume and what they miss.
- Rewrite my bullets so none of them start with the same word.
- Make a skills section that mirrors the exact terms in this job post.
- Flag any line on my resume that's vague, generic, or could be cut.
- Build a master resume I can cut down for any specific role.
More agent-mode commands
- Re-run my job search and only add roles that weren't in yesterday's sheet.
- Check the careers pages of these 10 companies and add any new openings.
- For each role in my sheet, pull the application deadline and add a column.
- Find the average response time for applicants at these companies if it's public.
- Pull the Glassdoor rating and one common complaint for each company in my sheet.
- Find three recent news items about each of my top five target companies.
- Identify which roles in my sheet accept applications without a cover letter.
- For each role, note whether it's remote, hybrid, or onsite in a new column.
- Find the actual hiring team or department head for these specific roles.
- Build me a one-tab tracker with status columns: applied, replied, interview, offer.
- Cross-check my sheet for duplicate listings posted on multiple boards.
- Flag any listing that looks like a ghost job or a staffing-agency repost.
Cover letters and applications
- Write a cover letter for this role in my voice, under 200 words, no clichés.
- Write a three-sentence version of my cover letter for the application box.
- Answer "why do you want to work here" for this company in two honest sentences.
- Answer "why are you leaving your current role" without sounding negative.
- Fill in this application's "anything else we should know" box with something memorable.
- Write my salary-expectations answer so I don't lowball or get screened out.
- Turn my cover letter into a short, punchy email I can send directly.
- Write a note explaining my employment gap honestly and briefly.
- Draft answers to the three screening questions on this application.
- Rewrite this cover letter so it sounds like a person, not a template.
Hiring-manager and company research
- Reverse-engineer who the hiring manager for this role likely is and what they care about.
- Summarize this company's mission, products, and recent wins in five bullets.
- Tell me the biggest challenge this team is probably facing right now.
- Find out what tools and tech stack this role likely uses day to day.
- Give me three smart questions to ask that show I researched the company.
- Summarize this company's culture from its reviews, the good and the bad.
- Tell me how this company tends to structure its interview process.
- Find who I might already be connected to at this company.
- Explain how this role fits into the company's bigger goals this year.
- Tell me what would make me stand out to this specific hiring manager.
Outreach and networking
- Write a cold LinkedIn note to a hiring manager that gets a reply, under 50 words.
- Write a follow-up message for when they don't respond in five days.
- Draft a message to someone who works there asking for a referral, the right way.
- Write a thank-you note to someone who gave me a referral.
- Draft a reconnect message to an old colleague I haven't talked to in a year.
- Write a cold email to a hiring manager that gets a reply, under 120 words.
- Turn my outreach note into a version that works as an email instead.
- Write a short intro for when I get passed to someone new internally.
- Draft a message asking a recruiter for a quick status update without being annoying.
- Write a note to a second-degree connection asking for a warm intro.
- Write a comment I can leave on this hiring manager's recent post that adds value.
- Draft a message to reactivate a recruiter who ghosted me a month ago.
LinkedIn and personal brand
- Rewrite my LinkedIn headline so recruiters searching my role actually find me.
- Rewrite my LinkedIn About section in first person, confident, not cringe.
- Turn my resume bullets into LinkedIn experience entries that read well.
- Tell me the keywords recruiters search for my role so I can seed them naturally.
- Write three short LinkedIn posts that quietly signal I'm open to work.
- Suggest 10 skills to add to my profile based on my target roles.
- Audit my profile against this job and tell me what to change today.
- Write a polite "open to work" announcement post that doesn't sound desperate.
Interview prep
- List the 15 questions I'm most likely to get for this exact role.
- Build me a STAR-method answer for each of my best stories.
- Run a mock interview for this role and grade my answers one by one.
- Help me answer "tell me about yourself" in 90 seconds for this job.
- Give me a strong answer to "what's your biggest weakness" that isn't a humble brag.
- Prep me for the behavioral round with five likely scenarios.
- Turn my one big failure into an answer that makes me look good.
- List the technical questions this role would test and quiz me on them.
- Give me five sharp questions to ask the interviewer at the end.
- Tell me how to explain my career pivot in one clean sentence.
- Prep me for a panel interview and how to handle multiple interviewers.
- Help me research my interviewer and find common ground before the call.
Salary, follow-up, and the offer
- Tell me the market rate for this role and level in my city, with a range.
- Write my counter-offer message asking for more without risking the offer.
- Script how to answer "what are your salary expectations" early in the process.
- Write a thank-you email to send within an hour of the interview.
- Draft a follow-up for when I haven't heard back a week after the final round.
- Help me compare two offers across pay, growth, and quality of life.
- Write a message to politely decline an offer while keeping the door open.
- Draft my resignation note so I leave my current job on good terms.
That's the whole machine: the four-step agent system to build your pipeline overnight, plus a prompt for every awkward, time-eating step after it. Start with the system, then pull in the extra prompts as you hit each stage. The goal is simple. Spend your energy on the interviews, not on copy-pasting the same application a hundred times.
Go set it up tonight and wake up to a pipeline. Then come tell me how many interviews you land.
– Anir
If this is the kind of AI thinking you want working on your own business, apply to work with me. And to catch the next breakdown, join the newsletter.
Anir Suren