How to use AI to tailor your resume to a job description

  • Time: ~30 minutes
  • You'll need: a free AI chat tool (ChatGPT, Claude, or Gemini), your current resume, one job posting
  • Level: Got-the-basics

Last checked:

You have a perfectly good resume. You also have a job posting that asks for “experience coordinating vendor schedules,” and somewhere on page one you wrote “handled suppliers.” The person skimming 200 applications may not notice.

Tailoring means rewording what you already did so it lines up with what this job asks for. It’s also willing to invent experience you don’t have, so you’ll keep a firm hand on it.

What you’ll end up with

A version of your resume for one specific job, with reworded bullets that are still true, and an honest list of the gaps.

Before you start

  • Your current resume as plain text. Don’t have one yet? Start with our guide to writing a resume with AI, then come back.
  • The full job posting for one job.

Step 1: Compare your resume with the posting

What you might get back (example from ChatGPT; results vary)

Trimmed from a real ChatGPT answer (logged out, October 15, 2026). The “…” marks show where we cut.

Posting asks for | Status (Match / Different wording / Gap) | Where my resume says it

…

Build staff schedules | Match | “Make the weekly staff schedule for about 12 employees.”

…

Resolve customer issues | Different wording | “Handle customer complaints and returns.”

…

3+ years retail supervisory experience | Gap | Not in my resume — the resume gives dates for the Assistant Store Manager role (2019 to present), but does not explicitly state “3+ years retail supervisory experience.”

Read the Gap rows carefully. If a Match row rests only on your job title, treat it as a Gap, and delete any Different wording row that rests only on a job title. Sometimes a “gap” is something you did and never wrote down. If so, add it to your resume in your own words before Step 2. A gap isn’t a reason to skip applying, and it’s never a reason to pretend.

Step 2: Reword your bullets to match

Everything in [square brackets] came from the posting, not from you. Delete any phrase you didn’t write and wouldn’t say, then remove the brackets from the rest. The brackets may not catch every borrowed word (in testing it left “Resolve” and “maintain” unmarked), so reread each rewritten bullet against your original. Keep the “after” only if it’s still true and still sounds like you.

Step 3: Put the best matches first

The AI’s list of changed lines may leave things out, so compare the final version with your original line by line. Check every changed line against what you actually did. Check the order, too. It may say it moved bullets that it didn’t.

When it goes sideways

  • It added a skill you don’t have? Point to it and say “Remove anything that isn’t in my original resume.” Then check again yourself.
  • Every bullet sounds like the posting? Say “Undo the changes to bullets that now sound unnatural. Keep only changes that read like normal sentences.”

Where to go next

Filed under Work and job search.

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