Can AI build my first resume from scratch?

Yes, as a draft. Give it your jobs, school and what you really did, and it turns them into clean bullet points on one page. Check every fact and number before you send it.

Verdict: Bot · AI does it well✓ Tested once in Llama 3.3 70B · Oct 17, 2026Written for ChatGPT, Claude or Gemini

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Bot

01Why bot

  • Turning plain notes into short, skimmable bullets is wording and layout work, which AI handles well.
  • It can fit one page and match the job title you are applying for.
  • It cannot know your real results, so every number and achievement has to come from you.
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02The prompt

Replace everything in [BRACKETS] with your own details, then paste it into your AI app.

prompt.txt
You are a hiring manager who has read thousands of entry-level resumes and knows what makes one easy to skim.

My target job title: [JOB TITLE]
My work, volunteer or school experience (role, place, dates, what I did): [EXPERIENCE]
Education: [SCHOOL, DEGREE, YEAR]
Skills I really have: [SKILLS]

Your task: write a one-page resume in plain text.

Rules:
- MUST use these sections in this order: Summary, Experience, Education, Skills.
- MUST keep the Summary to 2 sentences.
- MUST write 2 to 4 bullets per role, each starting with a past-tense action verb.
- NEVER invent employers, dates, numbers, degrees or skills I did not give you. If a bullet needs a number I did not give, write it without one.
- MUST keep the resume itself under 350 words.
- If anything is missing, ask me up to 3 short questions first.

Format: the resume, then a final line starting with "To strengthen this, add:" naming up to 3 details I could supply.

03Steps

  1. List every job, volunteer role and class project, with dates and what you actually did.
  2. Fill in the brackets and paste the prompt into your AI app.
  3. Check every date and number, then save it as a PDF.

04What can go wrong

  • If your notes are thin, the bullets will be generic. Add real tasks and results.
  • Never keep a line you cannot back up in an interview.

05What to use

Any major AI chat app: ChatGPT, Claude or Gemini. The free tier works.

06Our test run

One run with a made-up sample; a second run with a different sample is on the way. 1 of 1 passed every check.

Run 1 · Llama 3.3 70B · graded by GPT-OSS 120BOct 17, 2026Passed

The made-up sample:

  • [JOB TITLE]Entry-Level Software Engineer
  • [EXPERIENCE]Software Development Intern, TechSolutions Inc., Jun–Aug 2023: Built a responsive customer portal using React and Node.js, integrated REST APIs, and wrote unit tests, improving load time by 15%. Campus IT Help Desk, Midtown University, Sep 2022–May 2023: Provided technical support to 200+ students, troubleshooted hardware/software issues, and documented solutions in a knowledge base. Volunteer Web Designer, Community Outreach Org., Jan–Apr 2022: Designed and launched a nonprofit website with WordPress, created content layouts, and trained staff on site maintenance.
  • [SCHOOL, DEGREE, YEAR]Midtown University, B.S. Computer Science, 2024
  • [SKILLS]Python, JavaScript, HTML/CSS, React, Node.js, Git, SQL, Agile Scrum
  • Use sections in order Summary, Experience, Education, Skills
  • Summary limited to two sentences
  • 2‑4 bullets per role, each starts with past‑tense verb
  • Never invent employers, dates, numbers, degrees, or skills
  • Summary sentences (2 sentences, counted by code)
  • Resume word count (149 words, counted by code)
  • Didn't make up details we never gave it

What came back (excerpt):

Highly motivated and detail-oriented entry-level software engineer with experience in software development and technical support. Proficient in a range of programming languages and technologies, with a strong foundation in computer science.
Read the full answer
Summary:
Highly motivated and detail-oriented entry-level software engineer with experience in software development and technical support. Proficient in a range of programming languages and technologies, with a strong foundation in computer science.

Experience:
Software Development Intern, TechSolutions Inc., Jun–Aug 2023
* Built a responsive customer portal using React and Node.js
* Integrated REST APIs to enhance functionality
* Wrote unit tests to ensure code quality
* Improved load time by 15%
Campus IT Help Desk, Midtown University, Sep 2022–May 2023
* Provided technical support to students
* Troubleshooted hardware and software issues
* Documented solutions in a knowledge base
Volunteer Web Designer, Community Outreach Org., Jan–Apr 2022
* Designed and launched a nonprofit website with WordPress
* Created content layouts for the website
* Trained staff on site maintenance

Education:
Midtown University, B.S. Computer Science, 2024

Skills:
Python, JavaScript, HTML/CSS, React, Node.js, Git, SQL, Agile Scrum

To strengthen this, add: relevant projects, certifications, or academic achievements

Verify the summary contains exactly two sentences.

How each run works: we fill the prompt with a made-up sample, run it once in Llama 3.3 70B, and GPT-OSS 120B grades the answer against the prompt's own rules. Word limits are counted by code, and every quote flagged as made up is checked against the full answer. Your results can differ. How we test.

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