You've submitted 23 applications this month. Fourteen were copy-paste jobs from a resume you haven't touched in two years, and the other nine got a rushed cover letter written at midnight. The callbacks? Three — none past the first screen. The problem usually isn't your qualifications. It's that your materials read like they could belong to anyone.
Learning how to use Claude AI for your job search doesn't require a prompt-engineering course. Three well-aimed prompts — one for your resume, one for your cover letter, and one for interview prep — can turn generic applications into targeted ones without spending an afternoon on each.
Three Prompts Worth Bookmarking
Prompt 1: Tailoring Your Resume to the Role
"I'm applying for a [JOB TITLE] role at [COMPANY NAME]. Here is the job description: [PASTE JOB DESCRIPTION]. Here is my current resume: [PASTE RESUME TEXT]. Identify the top five requirements in the job description and rewrite my bullet points to address them directly, using similar language to the posting. Keep everything factually accurate — do not add experience I haven't mentioned."
Why it works: Explicitly forbidding invented content keeps Claude grounded in your real history, while mirroring the job posting's language improves your chances with applicant tracking systems.
Prompt 2: First-Draft Cover Letter
"Write a 3-paragraph cover letter for a [JOB TITLE] position at [COMPANY NAME]. The role focuses on [PASTE 2-3 KEY REQUIREMENTS FROM THE JOB DESCRIPTION]. My most relevant background includes [YOUR 2-3 STRONGEST QUALIFICATIONS FOR THIS ROLE]. Leave a placeholder in the opening line for a specific detail about why this company interests me — I'll fill that in myself — and keep the tone professional but direct, not boilerplate."
Why it works: Reserving the opening line for genuine personalization forces the most-read sentence to be yours, while Claude handles the structure and phrasing that take the longest to get right.
Prompt 3: Behavioral Interview Prep
"I have an interview for a [JOB TITLE] role at [COMPANY NAME]. The job description emphasizes [PASTE 3-4 KEY SKILLS OR RESPONSIBILITIES]. Based on these priorities, give me five behavioral questions I'm likely to be asked, and for each one, describe what kind of example or result I should think through from my own background. Do not invent my experience — just prompt me on what to prepare."
Why it works: Generating questions directly from the actual job posting beats generic lists, and asking for prompts rather than scripted answers keeps your interview responses sounding natural.
These three prompts take about 20 minutes to run through on any live posting. The harder work is knowing which accomplishments to lead with, what a specific company actually wants to hear, and how to follow up without being annoying. If you want a structured system covering all of that, ClaudeCraft's done-for-you job search bundle at https://claudecraft.ca/checkout/jobseeker lays out the complete workflow — resume tailoring, cover letters, interview prep, and follow-up emails — built specifically for people actively applying and ready to use without setup.