Claude Prompts to Tailor Your Resume to a Job Description (ATS-Ready, 2026)

Why Use AI to Optimize Your Resume?

Most mid-size and large employers run applications through an applicant tracking system (ATS) before a person reads them, and a single posting can draw hundreds of applicants. Whether your resume reaches a recruiter often comes down to keyword alignment: does it use the language the job description uses?

AI can identify the gaps between your resume and a target job description, then help you rewrite your experience to close them without fabricating qualifications. The five prompts below give you a repeatable process for tailoring your resume to any role. Before you run them, the checker below shows you the gap in seconds.

The Prompts

Prompt 1: Keyword Gap Analysis

Use this to identify what is missing from your resume relative to the job description. If you ran the checker above, the copy button hands you this prompt with both documents and the missing terms already filled in.

I'm applying for [Job Title] at [Company]. Below is the job description and my current resume.

JOB DESCRIPTION:
[Paste full job description]

MY RESUME:
[Paste current resume]

Analyze both documents and identify:
1. Keywords and phrases in the job description that are missing from my resume
2. Skills the job requires that I have experience with but haven't highlighted
3. The top 10 most important terms I should incorporate
4. Any qualifications I genuinely lack (so I can address them in a cover letter)

Organize the results by priority — critical keywords first, nice-to-have keywords second. Never invent experience I don't have.

Prompt 2: Rewrite Bullet Points with Impact

Use this to transform weak resume bullets into achievement-oriented statements.

Rewrite the following resume bullet points using the XYZ formula: Accomplished [X] as measured by [Y] by doing [Z]. Each bullet should start with a strong action verb and include quantified results wherever the context allows reasonable estimation.

CURRENT BULLETS:
[Paste your bullet points]

TARGET ROLE: [Job title]
INDUSTRY: [Industry]

For each bullet, provide:
- The improved version
- A brief note on what you changed and why
Keep the tone professional and factual. Do not fabricate achievements — if a metric is unclear, suggest what I might be able to quantify with my own records.

Prompt 3: Professional Summary Statement

Use this to create a tailored summary for the top of your resume.

Write a 3-4 sentence professional summary for my resume targeting the following role. The summary should position me as a strong fit by highlighting my most relevant experience, key skills, and career trajectory.

TARGET ROLE: [Job title at company]
KEY REQUIREMENTS FROM JOB DESCRIPTION: [List 3-5 top requirements]
MY BACKGROUND: [Brief overview — years of experience, industry, key accomplishments]

Write two versions:
1. A confident, direct version for senior roles
2. A growth-oriented version emphasizing potential and trajectory (for roles where I'm slightly stretching)

Prompt 4: Skills Section Optimizer

Use this to rebuild your skills section to match the job description.

Based on the following job description, reorganize and expand my skills section to maximize ATS match rate. Group skills into categories (Technical Skills, Tools & Software, Certifications, Soft Skills) and prioritize the skills the job description emphasizes most.

JOB DESCRIPTION:
[Paste job description]

MY CURRENT SKILLS:
[Paste current skills list]

Rules:
- Only include skills I actually have (listed above)
- Order skills by relevance to the target role
- Use the exact phrasing from the job description where my skills match
- Flag any critical skills from the job description that I should consider developing

Prompt 5: Cover Letter Draft

Use this to draft a targeted cover letter that complements your optimized resume.

Write a cover letter for [Job Title] at [Company]. Use a direct, professional tone — no cliches, no "I am writing to express my interest," no filler.

ABOUT THE ROLE: [2-3 sentences about what excites you about this role]
MY STRONGEST FIT: [2-3 bullet points on why you're a strong match]
SOMETHING UNIQUE: [One thing about your background that differentiates you]
POTENTIAL WEAKNESS TO ADDRESS: [One qualification you lack but can frame positively]

Structure:
- Opening: Why this role and company specifically (show you researched them)
- Middle: 2-3 specific examples connecting your experience to their needs
- Closing: Clear call to action, availability, and enthusiasm without desperation

Keep it under 350 words. Every sentence should earn its place.

What a Tailored Bullet Looks Like

The prompts change wording, not facts. Here is the kind of rewrite Prompt 2 produces when the posting asks for "data pipelines," "stakeholder reporting," and "SQL":

• Before: Responsible for weekly reports for the marketing team.
• After: Built the SQL data pipeline behind the marketing team's weekly stakeholder report, cutting prep time from four hours to thirty minutes.

Same job, same person. The second version uses the posting's own terms, leads with a verb, and quantifies the result with a number you can defend in an interview. If you cannot defend the number, use the honest version without it.

How to Make Your Resume ATS-Friendly

An ATS parses your resume into fields before anyone searches it. Keyword alignment is the biggest lever, but formatting decides whether the keywords are read at all:

• Use the posting's exact phrasing for skills you have ("project management," not "managing projects"), and spell out acronyms once ("applicant tracking system (ATS)").
• Keep a single-column layout with standard section headings: Summary, Experience, Skills, Education. Tables, text boxes, and icons often parse as noise.
• Submit .docx or a text-based PDF, never a scanned image.
• Put the job title you are applying for in your summary line when it honestly matches your level.
• Tailor per application. A master resume with every bullet you have ever written is the source; each submission is a cut of it.

Tips for AI-Assisted Resume Optimization

• Always start with Prompt 1 (keyword gap analysis) before rewriting anything. It tells you what to focus on.
• Run the same resume through the process for each job you apply to. One resume does not fit all.
• Never include skills or experience you do not actually have. AI helps you present your real background more effectively.
• After optimizing, re-run the keyword checker above to confirm the gaps closed, then read the whole resume aloud once. If a sentence sounds like a machine wrote it, rewrite it in your own words.
• Keep a master resume with all bullet points, then selectively include the most relevant ones per application.

For a faster workflow, try the Resume Optimizer: paste your resume and a job description and get optimized bullet points, keywords, and a summary in one step.

How do I tailor my resume to a job description with Claude?

Paste the job description and your current resume into Prompt 1 above and ask Claude for the keyword gaps, ranked by priority. Then use Prompt 2 to rewrite your strongest bullets using the posting's language, Prompt 3 for a summary that names the role, and Prompt 4 to reorder your skills section so the most relevant terms come first. The whole pass takes about twenty minutes per application.

What is an ATS-friendly resume prompt for Claude?

Prompt 4 is the ATS-specific one: it asks Claude to group your real skills into standard categories, use the job description's exact phrasing wherever your experience matches, and flag critical requirements you lack rather than inventing them. Pair it with a plain, single-column layout and the keywords will actually be parsed.

Can Claude write a resume that passes ATS screening?

Claude can align your wording, structure, and skills section to a posting, which is most of what ATS keyword screening rewards. It cannot guarantee a pass, because every employer configures its system differently and many still have a recruiter search the parsed text by hand. Treat any match score, including the checker on this page, as a direction to work in, not a verdict.

Should I use the same prompts in ChatGPT?

Yes. These prompts are plain text and work in ChatGPT, Gemini, or any assistant. Claude tends to follow the "do not fabricate" rules more strictly and handles a long job description plus resume in one message comfortably, which is why this page is written for it. The ChatGPT edition of this pack is at ChatGPT resume prompts.