The ChatGPT Resume Screener

Before a person reads your application, software might. So I made ChatGPT play the screener for a real grad job ad. My resume scored 62 and got rejected for not showing the things I do every day. Hiding the job ad in white text at the bottom moved it to 63, so that trick did nothing. What worked was proving every line: same jobs, no made-up skills, just the evidence written down. That took it to 82 and a pass. Here is the exact prompt and the workflow.

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THE PROMPT

You are the automated resume screening system (ATS) for the job ad below. You've never met the candidate. Screen the way an ATS does before any human sees the application: strictly, from the text alone.

1. List the must-have and nice-to-have requirements in the job ad.
2. Check the resume against each one. Only count a requirement as met if the resume clearly shows it.
3. Score out of 100: must-haves 50, relevant experience 30, keywords and skills 20.
4. PASS if the score is 70 or more. Otherwise REJECT.

Reply in exactly this format and nothing else:
SCORE: __/100
VERDICT: PASS or REJECT
TOP REASON: one sentence
MISSING: up to 5 bullet points

JOB AD:
[paste the job ad]

RESUME:
[paste the resume]

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STEP 1: Get both documents as plain text
Copy the full job ad and your resume as text. Take your phone number, address and email off the resume first; the screener doesn't need them. Open a Temporary Chat so your saved memories don't colour the result.

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STEP 2: Run the screener
Paste the prompt above with the job ad and your resume in the brackets. You get a score, a verdict, the main reason and up to five things it couldn't find.

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STEP 3: Read the MISSING list as a to-do list
Each point is something the job asks for that your resume doesn't clearly show. If you do it but haven't written it down, that's the fix. If you genuinely don't do it, leave it out.

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STEP 4: Prove every line
Rewrite each bullet so it shows the work, how often and the result. Only use things that are true. This prompt asks you questions instead of inventing answers.

Using the job ad and the MISSING list above, help me rewrite my resume so every line proves what I do. Keep the same jobs and dates. Don't add any skill, tool, number or result I haven't told you. For each bullet, ask me what I did, how often, with which tools and what changed because of it. Then rewrite it with that evidence. Where you need a number I haven't given you, write [add real number].

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STEP 5: Screen it again
Start a new Temporary Chat and run the same prompt with the rewritten resume. Repeat for each job you apply for, because every ad asks for different things.

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TIPS
• Scores move a few points between runs. Look at the verdict and the MISSING list, not the exact number.
• Pasting the job ad in white text didn't help. The screener looks for proof, not repeated keywords, and a person who opens the file can still find it.
• Never add jobs, skills or numbers you can't back up in an interview.
• This is ChatGPT acting as a screener. Real employers use different systems, so a pass here is a good sign, not a guarantee of an interview.
• Pair it with the job application system on this site to find roles and tailor each one.

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More free guides: https://www.kymanai.com/resources/chatgpt-resume-screener