Real Agent Cases

Write a first job application with ChatGPT and get an interview invitation

Posted
by @wageslaveneet
Last checked
Method:
How we verify

Evidence: Described by posterThe person describes what happened in words, without screenshots or video.

Beginner-friendlyNo logins, payments or coding needed. Low risk: paste the prompt and you should get something useful.

Outcome

A poster says they used ChatGPT to write a job application for the first time one weekend and received an interview invitation shortly after.

Agent

ChatGPT

Prompt Recreated prompt

The source didn't share its exact prompt, so we wrote this from what it describes.

Run this task now, exactly as written below. Everything you need is here, so start straight away and only stop if something required is missing or a rule below tells you to.

Goal: Write a job application for a specific role, based only on my real experience.

Fill in before running:
- The job ad: [PASTE]
- My CV or work history: [PASTE]
- Why I want this job: [1-2 SENTENCES]

Rules:
- Match my experience to the main requirements in the ad.
- Don't invent jobs, numbers or skills.
- Keep it to one page in a natural, confident tone.
- List any requirement I don't meet so I can decide how to address it.
- If a site asks for a login, a CAPTCHA or payment details, stop and hand control back to me.
- Ask for my OK before you pay, book, send, submit or cancel anything.
- Check facts that can change (prices, opening hours, dates, availability, rules) against the official source, and tell me anything you couldn't verify.

Output: A one-page application letter and a list of gaps.

You'll know it worked when: the letter covers the ad's key requirements and sounds like me.

Try this in:

This prompt has blanks to fill in, like [PASTE]. We'll copy it instead of filling it in, so you can edit it before you send.

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Optional stronger version

Our rewrite with extra checks. The poster didn't test it.

Run this task now, exactly as written below. Everything you need is here, so start straight away and only stop if something required is missing or a rule below tells you to.

Goal: Write a job application for a specific role, based only on my real experience.

Fill in before running:
- The job ad: [PASTE]
- My CV or work history: [PASTE]
- Why I want this job: [1-2 SENTENCES]

Rules:
- Match my experience to the main requirements in the ad.
- Don't invent jobs, numbers or skills.
- Keep it to one page in a natural, confident tone.
- List any requirement I don't meet so I can decide how to address it.
- If a site asks for a login, a CAPTCHA or payment details, stop and hand control back to me.
- Ask for my OK before you pay, book, send, submit or cancel anything.
- Check facts that can change (prices, opening hours, dates, availability, rules) against the official source, and tell me anything you couldn't verify.
- Read it aloud and change anything you wouldn't say in an interview.

Output: A one-page application letter and a list of gaps.

You'll know it worked when: the letter covers the ad's key requirements and sounds like me.

Before you finish: re-read my goal and constraints, check your answer against each one, and list anything you assumed or couldn't confirm.

Source

https://x.com/wageslaveneet/status/2089750685835239438

  • Returning to job hunting after 10 years, Santiago Barraza Lopez used ChatGPT to pinpoint roles at the intersection of legal practice and emerging tech, rewrite his résumé against target job descriptions within minutes, draft tailored cover letters, and run mock interviews with role-specific questions and feedback. He says he eventually landed a role in AI.

    ChatGPT · Personal · Source date:

  • A writer fed ChatGPT a job description and his existing application details to produce a tailored resume (two attempts; the first looked too plain), a one-page cover letter and a LinkedIn summary with recruiter keywords. He then asked Gemini to play the hiring manager: it scored him 8.5 out of 10 with 'a very high probability of landing an interview', but said the documents were too 'tech-first' rather than 'finance-first' for this employer.

    ChatGPT, Gemini · Personal · Source date:

  • Natja Vinkler, 21, was refused cover by their Danish health insurer, PFA, for a private ADD assessment because they'd been assessed as a child. Vinkler gave ChatGPT the correspondence and their childhood records, then spent several days going back and forth, adding PFA's guidelines, asking for different drafts and fact-checking everything before their mother and a colleague read it. About a month after Vinkler sent it, PFA called to say it would cover the assessment. PFA confirmed to TV 2 that the complaint led it to look again.

    ChatGPT · Personal · Source date: