GPT-6 Prompts for CV, Cover Letter and Interview Practice in Pakistan

Job seekers in Pakistan can use GPT-6 to tighten a CV, write a cover letter, practise interview questions and prepare for a salary talk. Paste the real job advert and your real history, and never let it add skills you do not have. The free plan runs on GPT-6 Luna.

A CV that lists duties reads like a job description. A CV that lists results gets a call. GPT-6 is good at turning the first into the second, but only from facts you supply.

We read OpenAI's release notes and pricing page on 22 October 2026 for the plan facts. We did not run these prompts through a recruiter. For the layout of a Pakistani CV itself, start with how to make a CV in Pakistan, then use the prompts here to sharpen it.

Rewrite CV bullets as results, using only true facts

Give GPT-6 each job duty and any number you can prove, such as team size or sales. Ask for a stronger bullet that adds nothing invented. If you have no number, say so and keep the bullet honest.

Rewrite these CV bullets so each starts with a strong verb and shows a result. Use only the facts I give. Do not add numbers, tools or achievements I did not state. If a number is missing, leave it out.

1. I handled customer complaints at a call centre in Lahore for 2 years.
2. I trained 4 new staff.
3. I prepared daily sales reports in Excel.

It fails when you ask it to "make it impressive" with no facts. It then invents. Read each bullet and delete any claim you could not defend in an interview.

Match your CV to the advert without copying it

Paste the advert and your CV and ask what is missing. GPT-6 will list the advert's keywords and show which ones your CV covers. Add only those you truly have, in your own words.

Below is a job advert and my CV. List the 8 most important requirements in the advert. For each, say whether my CV shows it, with the line that proves it, or say "not shown". Do not suggest skills I do not have.

ADVERT:
[paste]

CV:
[paste, with phone, CNIC and address removed]

Remove your phone number, home address and CNIC before pasting. You add them back in your own file. If the advert asks for a degree or certificate you lack, say so honestly rather than hiding it.

Write a short cover letter that names the role

A cover letter should be short and specific. Ask for under 180 words that name the company and role, give two relevant facts and end with a clear line. Then read it aloud, because stiff English is easy to hear.

Write a cover letter under 180 words for the role of [job title] at [company]. Use simple English. Include only these two facts about me: [fact 1], [fact 2]. Do not use phrases like "I am a passionate team player". End by asking for an interview.

1. Paste the role and your two real facts.
2. Ask for under 180 words.
3. Replace every vague phrase with a fact.
4. Check the company and role names.
5. Save it as a PDF with your own name.

Practise interview questions and get feedback on your answers

ChatGPT can act as an interviewer that asks one question at a time and comments on your answer. It cannot know what your real interviewer will ask, but it builds the habit of speaking in clear, short answers.

Act as an interviewer for the role of [job title] at a Pakistani company. Ask me one question at a time. After each of my answers, tell me what was clear, what was vague, and give a stronger version using only the facts I mentioned. Start with "Tell me about yourself".

For a government post, the format differs. A public service commission interview is a panel with set marks, so read the commission's own notice instead. GPT-6 is a practice partner, not a source of rules.

Prepare for the salary question and stay safe from job scams

You can ask GPT-6 to help word a salary answer, but it does not know what a role pays in your city. Get that from several adverts and people you trust. Give it your figure, and ask for a polite sentence.

I want to ask for a monthly salary of Rs [your figure] for this role in Karachi. Give me 3 polite ways to say it, and one reply if they say the budget is lower. Do not give me market salary numbers.

Also be careful with job offers. Be wary of any employer who asks for a fee, or for your CNIC and bank details before an interview. A fake profile or recruiter is a common trick, so check one with how to verify a LinkedIn profile. And never paste an offer letter with your ID into a chat.

Common questions

Is GPT-6 free for job seekers in Pakistan?

There is a free plan. OpenAI says Free and Go get GPT-6 Luna in the Chat tab from 8 October 2026.

Will recruiters know a CV was written with AI?

We cannot say. A CV full of generic phrases looks weak either way, so use real results.

Can ChatGPT make my CV in Urdu?

It can try, but Pakistani employers mostly expect English. Check any Urdu with a person.

Should I put my CNIC in the chat?

No. Remove CNIC, phone and address first.

Can it find me a job?

No. It helps you prepare. You still apply through the employer's own channel.

How we verified this

What we checked, where we read it, and what we could not confirm.

Last checked 22 October 2026. Plan and model details are from OpenAI's ChatGPT release notes and pricing page. The prompts are our own and were not tested with recruiters. We did not verify any salary data.