AI Can Polish Your Application—But Can It Help You Get Hired?

You have found an interesting job opening. Now you need a résumé and cover letter that show why your experience fits. Can AI help you prepare stronger materials—and will using it improve your chances of getting an interview?

AI can help you organize your experience, refine your language, and tailor your materials. The value comes from how you use it and what you contribute to the process.

The Job Insiders’ Fall 2026 survey of 236 job seekers found that 81% used AI on their most recent application, and nearly half allowed it to write at least half of their materials. AI assistance is common, but its widespread use does not establish that it improves hiring outcomes.

Among respondents who used AI to write some of their application, 12% reported receiving a job offer during the previous six months. Among those who used AI to write most or all of it, only 7% reported an offer.

That difference deserves attention. Widespread use of AI can make applications sound increasingly alike. When you rely on it to write everything, the details and personal voice that distinguish you from other candidates can get lost.

 Letting AI write your whole application cuts your odds of landing an offer nearly in half.

The practical takeaway: use AI to strengthen an application grounded in your own experience and own voice. Here are five ways to do that.

1. Start with your evidence.

Before opening an AI tool, list relevant experiences, responsibilities, accomplishments, and outcomes. Include examples from research, coursework, teaching, employment, and service. What did you do? What skills did you use? What changed because of your contribution?

These details give AI something meaningful to work with. Without them, polished wording can still leave an employer wondering what you actually accomplished.

2. Use AI to examine the job description.

Ask AI to identify the position’s main responsibilities and requested skills. Then compare its interpretation with your own reading.

A useful prompt is: “Identify the five most important qualifications in this job description. For each, suggest what evidence an applicant would need to demonstrate it.”

Use the results to decide which of your experiences deserve emphasis. Check that AI has preserved important requirements and distinctions.

3. Improve résumé bullets without inventing accomplishments.

Provide AI with a factual description of an experience and ask for clearer, more concise wording:

“Revise this résumé bullet to emphasize my contribution and the skills demonstrated. Do not add outcomes, numbers, responsibilities, or expertise I have not provided.”

If a bullet needs more detail, ask AI what information is missing. Supply a number or outcome only when you can substantiate it.

4. Give your cover letter a specific purpose.

A cover letter should connect your experience with the employer’s needs and explain your interest in the role. Give AI your reasons for applying and at least two relevant examples from your own set of experiences. Ask it to help organize that information into a focused draft.

Read the result closely. Replace generic enthusiasm with specific reasons. Remove claims that exaggerate your expertise. Make sure the letter sounds like you and adds something beyond your résumé.

5. Review the materials as someone who may interview you.

Can you explain every claim and discuss every example? Does the application clearly show your fit? Check facts, grammar, tone, and consistency, and seek feedback from a career coach at the Graduate Center’s Career Services when possible or upload your document for feedback.

AI can make preparation more efficient and help you express your qualifications clearly. Its strongest contribution comes when you supply the substance, evaluate its suggestions, and retain ownership of the final wording. Aim for an application that helps an employer understand what you bring—and that you can confidently build on in an interview.