By the Curriculo Engineering Team
ChatGPT can write a decent resume. But “decent” doesn’t get interviews. The difference between a forgettable AI-generated resume and a genuinely strong one comes down almost entirely to how you prompt it.
Generic input produces generic output. If you type “write me a resume,” you’ll get something that looks like a resume and reads like a template. That’s not useful. But if you give ChatGPT the right context — your actual job titles, real accomplishments, specific skills, and the exact job description you’re targeting — it becomes a powerful drafting tool.
Here’s what most people get wrong: they treat ChatGPT like a magic box that will figure out what they need. It won’t. You have to tell it exactly what you want, in the right format, with enough detail to produce something worth using.
Below are 15+ prompts organized by task, ready to copy and paste. Each one is designed to get you a usable first draft, not a generic placeholder.
Before You Start: Set the Stage
Before using any of these prompts, paste the job description into your chat and say: “I’m going to ask you to help me with my resume for this role. Please refer back to this job description as needed.”
This gives every subsequent prompt the context it needs without you having to repeat yourself.
Prompts for Your Professional Summary
Prompt 1: Write a Summary from Scratch
Write a 3-sentence professional summary for my resume. I'm a [job title] with [X] years of experience in [industry/field]. My strongest skills are [skill 1], [skill 2], and [skill 3]. I'm applying for a [target role] at a [type of company]. The tone should be confident but not arrogant. Don't use the word "passionate."Prompt 2: Tailor an Existing Summary to a Specific Job
Here is my current resume summary: [paste your summary]. Here is the job description I'm targeting: [paste JD]. Rewrite my summary to better match this role. Keep it under 4 sentences. Use specific keywords from the job description where they apply honestly to my background.Prompt 3: Make a Summary Sound Less Robotic
This summary sounds too generic and corporate: [paste summary]. Rewrite it to sound like it was written by a human professional who's confident in their work. Avoid buzzwords like "results-driven," "passionate," "dynamic," or "seasoned." Keep the same core information.Prompts for Work Experience Bullets
This is where ChatGPT adds the most value. Turning vague job descriptions into specific, quantified bullet points takes time — and it’s something the model handles well when you give it enough input.
Prompt 4: Write Bullets from a Job Description
I worked as a [job title] at [company name] from [start date] to [end date]. My main responsibilities included: [list 4-6 things you actually did]. Write 5 strong resume bullet points for this role. Each bullet should start with a past-tense action verb. Where possible, include metrics or outcomes. Don't invent numbers — flag where I should add a number.Prompt 5: Strengthen Weak Bullets
These resume bullets are too vague: [paste your bullets]. Rewrite each one to be more specific and results-focused. Ask me clarifying questions if you need more information about the outcomes or scale of the work.Prompt 6: Add Metrics to Bullets
Here are my resume bullets for [job title]: [paste bullets]. They're missing numbers. For each bullet, suggest where I could add a metric and what type of number to look for (percentage, dollar amount, volume, time saved, etc.).Prompt 7: Tailor Bullets to a Specific Job Description
Here are my resume bullets for my most recent role: [paste bullets]. Here is the job description I'm applying to: [paste JD]. Rewrite my bullets to better align with the language and priorities of this job description. Only include changes that are honest and accurate to what I actually did.Prompts for the Skills Section
Prompt 8: Generate a Skills List from a Job Description
Here is a job description: [paste JD]. Based on this, list the hard skills and tools I should include in my resume skills section — but only flag skills that I should confirm I actually have before adding. Organize them into categories (Technical, Tools, Soft Skills).Prompt 9: Trim an Overloaded Skills Section
Here is my current skills section: [paste list]. I'm applying for [job title] roles. Which of these skills are most relevant to keep, and which should I cut or move to a secondary list? Explain your reasoning briefly.Prompts for Tailoring to a Job Description
Prompt 10: Gap Analysis
Here is my resume: [paste resume text]. Here is the job description I'm targeting: [paste JD]. Tell me: what keywords or requirements appear in the job description that are missing or underrepresented in my resume? What should I add or reframe — assuming I honestly have those skills?Prompt 11: Full Resume Tailoring Pass
I'm going to paste my resume and a job description. Rewrite the summary and the top 3 most relevant bullet points from each role to better match the job description. Be specific, use keywords from the JD, and don't add anything I haven't already described. Here is my resume: [paste]. Here is the JD: [paste].Prompts for Cover Letter Intros
Prompt 12: Write a Cover Letter Opening Paragraph
Write an opening paragraph for a cover letter for [job title] at [company name]. I'm applying because [specific reason — something about the company or role, not generic]. My most relevant experience is [1-2 sentences]. The tone should be direct and confident, not overly enthusiastic. Avoid starting with "I am writing to express my interest."Prompt 13: Make a Cover Letter Sound More Human
This cover letter opening sounds too formal and generic: [paste paragraph]. Rewrite it to sound like a real person wrote it. Keep the core points but make it feel less like a template. The tone should be professional but conversational.Prompts for Fixing Phrasing and Tone
Prompt 14: Remove Clichés
Review this resume section and flag any clichés, overused phrases, or buzzwords: [paste section]. Suggest replacements that say the same thing more specifically and authentically.Prompt 15: Tighten Verbose Bullets
These resume bullets are too long: [paste bullets]. Tighten each one to under 20 words without losing the key information. Start each with a strong past-tense action verb.Prompt 16: Fix Inconsistent Tense
Check this resume for inconsistent verb tense. Current roles should use present tense, past roles should use past tense. Flag any errors and suggest corrections: [paste resume text].Tips for Getting Better Results
- Give it real information. The more specific detail you provide — actual job titles, real projects, specific tools — the better the output. Vague input always produces vague output.
- Ask it to flag uncertainties. Prompt ChatGPT to note when it’s guessing at details rather than letting it invent facts.
- Iterate. Don’t accept the first draft. Say “make this more concise” or “the third bullet doesn’t sound right, rewrite it with a focus on [specific aspect].”
- Always verify accuracy. ChatGPT may rephrase your experience in ways that sound good but slightly misrepresent what you actually did. Review every line.
- Don’t paste sensitive data. Avoid putting your full contact details, SSN, or confidential employer information into a public AI tool.
Where ChatGPT Falls Short
ChatGPT is a general-purpose language model. It’s good at writing and editing, but it doesn’t know which version of your resume performed best, it can’t run your document through an ATS simulator, and it doesn’t know the real-time keyword trends in your specific industry.
It also won’t catch the difference between an ATS-parseable format and one that looks good in a browser but gets garbled by hiring software. For that, you need a tool built specifically for resumes — something that handles formatting, keyword optimization, and ATS compatibility in one place.
That’s the gap Curriculo is designed to fill. The AI there is purpose-built for resumes and trained on what actually works in hiring systems — not just what sounds good as text.
But even if you use ChatGPT for drafting, these prompts will get you significantly further than “write me a resume.” The tool is only as good as the instructions you give it.
Sources & References
- OpenAI. “ChatGPT — Model Capabilities.” openai.com
- Jobscan. “How to Use AI to Write a Resume.” jobscan.co
- Harvard Business Review. “How to Use Generative AI as a Thought Partner.” hbr.org
Disclosure: This article was produced by the Curriculo content team. Curriculo is an AI-powered resume builder. References to ChatGPT and other tools are for informational purposes. We don’t have a commercial relationship with OpenAI.
