← Index14 entries · By Vocation
Section II · For the Job Seeker

Prompts for the Job Seeker

AI prompts for job seekers: tailoring resumes, writing cover letters, prepping for interviews, and negotiating salary.

§ Overview

Job hunting is a writing-heavy grind that mostly happens alone: tailoring a resume for each posting, drafting a cover letter that isn't boilerplate, prepping answers, and negotiating an offer without a coach in your corner. AI tools are a genuine equalizer here — they give you the on-demand second opinion that well-resourced candidates pay for.

The prompts here cover the full arc. There's resume tailoring that surfaces your most relevant achievements for a specific job description, a targeted cover letter that leads with accomplishments, a LinkedIn About section and headline that beat the generic title-and-employer format, post-interview thank-you notes that reference the actual conversation, and a confident, market-data-backed salary counteroffer. The networking prompts — cold connection messages, coffee-chat asks, mentor thank-yous — round out the relationship side.

The key is that these tools amplify your real story; they don't replace it. Feed them your genuine wins and they'll help you present them sharply.

§ Field Notes

What makes a good prompt for a job seeker

A strong job-search prompt pairs two real documents: your actual experience and the actual job description. Tailoring works because the model can match your achievements to the posting's language — paste both, and ask it to mirror the keywords the role uses without fabricating anything you can't back up in an interview.

Keep it honest and specific. Generic 'results-driven professional' copy is the failure mode; the fix is feeding concrete numbers and stories. For a counteroffer, supply real market data and your target, and ask for a confident but collaborative tone — the model can frame the ask far better than most of us do under pressure.

§ Pro Tips

Get sharper results

  • 01Paste the full job description alongside your resume and ask the model to reorder and reword your real achievements to match the posting's language, without inventing anything you can't defend in an interview.
  • 02For thank-you notes, give the model two or three specific things from the actual conversation, so the result proves you were present rather than reading as a template anyone could send.
  • 03Before a salary counteroffer, gather real market data for the role and location, hand it to the model, and ask for a confident, collaborative tone rather than an apologetic one.
  • 04Rewrite your LinkedIn headline to lead with the value you deliver and keywords recruiters search, instead of the default job-title-at-company format that makes you invisible in searches.
§ FAQ

Common questions

Will recruiters be able to tell my application was written with AI?

They can tell when it's generic and untailored — that's the real giveaway, not the tool. Feed the model your specific achievements and the exact job description, then edit in your voice. A tailored, concrete application reads as effort regardless of how the first draft was produced.

Is it dishonest to use AI to tailor my resume?

No, as long as everything stays true. Tailoring means surfacing your most relevant real achievements and matching the posting's language — that's smart, not deceptive. The line is fabrication: never let the model add a skill or result you can't back up in an interview.

Can AI actually help me negotiate salary?

It's genuinely useful for framing. Give it real market data and your target number, and it'll draft a confident, collaborative counteroffer that's hard to write when you're nervous. It can't tell you your market rate, though — research that yourself, then let the model help you say it well.

§ The Prompts · 14
№ 003writing

Tailor a Resume to a Specific Job Description

Auto-tailor your resume to highlight the most relevant achievements for a specific role.

For
chatgpt·claude
№ 011writing

Draft a Confident Salary Counteroffer Email

Generate a confident, market-data-backed salary counteroffer email.

For
chatgpt·claude
№ 076writing

Write a Cold LinkedIn Connection Message

Write a personalized LinkedIn connection request and a concise, specific follow-up message.

For
chatgpt·claude
№ 079writing

Write a Targeted Cover Letter

Write a concise, achievement-led cover letter tailored to the specific role and company.

For
chatgpt·claude
№ 080writing

Write a LinkedIn Profile Summary That Converts

Write a first-person LinkedIn About section with hook, achievements, and a clear CTA.

For
chatgpt·claude
№ 081career

Rewrite Your LinkedIn Headline to Stop Sounding Generic

Generate three sharp, keyword-rich LinkedIn headlines that beat the generic title-and-employer format.

For
chatgpt·claude
№ 082career

Write a Thank-You Email After a Job Interview

Generate a warm, specific post-interview thank-you that references the conversation and surfaces a missed point.

For
chatgpt·claude
№ 083career

Ask a Stranger for a 20-Minute Coffee Chat

Draft a cold networking ask that's specific enough to actually get a response.

For
chatgpt·claude
№ 085career

Write a Thank-You Note to a Mentor or Sponsor

Draft a specific, non-cliché thank-you to a mentor that they'll actually save.

For
chatgpt·claude
№ 229career

Turn Job Duties Into Achievement-Focused Resume Bullets

Transforms dull responsibility statements into quantified, action-led resume bullets ranked by impact.

For
chatgpt·claude
№ 230career

Tailor Your Resume to a Job Description With Gap Analysis

Maps your resume against a specific posting to surface keyword gaps and the highest-leverage edits.

For
chatgpt·claude
№ 231career

Write a Compelling Cover Letter Tied to One Key Win

Drafts a focused, under-300-word cover letter built around one concrete accomplishment and a company-specific hook.

For
chatgpt·claude
№ 232career

Write a LinkedIn 'About' Section That Reads Like You

Produces an authentic, skimmable first-person LinkedIn About summary aimed at a specific reader.

For
chatgpt·claude
№ 236career

Build Polished STAR Answers for Behavioral Interviews

Shapes a real experience into a concise, spoken STAR answer plus a memorizable outline and likely follow-up.

For
chatgpt·claude