AI résumé tailoring

Tailor your résumé to the job you actually want.

One posting, one résumé that matches it — keyword coverage, ATS-safe formatting, and every rewritten bullet shown before and after, so you stay in control.

How it works

One posting, one résumé that matches it.

  1. 01

    Point Olive at a job

    A job Olive found for you, or one you searched for. Tailoring works against the actual job description: its requirements, its skills, the exact words the employer uses.

  2. 02

    Olive rewrites against the posting

    The posting's own terms wherever your history backs them up, the bullets that matter most leading each role, and ATS-safe formatting. Olive writes only from your profile, and the bullets and skills it adds show up as changes you can revert.

  3. 03

    Review the rewrites and export

    Each rewritten bullet and summary is shown before and after: keep it, edit it, or revert it, so the résumé that goes out is still yours. Then export as DOCX or PDF, with a matching cover letter if you want one.

Tailoring beats volume

Every application is read twice, and both readers reward the same move. First the software: most mid-size and larger employers file applications in an applicant tracking system, a database recruiters search with the words from their own job description. If the posting says "inventory management" and your résumé says "kept track of stock," you did the work and still don't turn up. Then a person: a recruiter's first pass is a skim for relevance, a few seconds looking for the posting's requirements in your bullets.

Résumé tailoring wins both reads: the posting's own terms, attached to your real experience, with the work this job cares about where the eye lands first. Twenty copies of the same PDF lose both reads twenty times, which is why one tailored résumé outperforms twenty generic ones.

Tailoring doesn't touch your facts — it changes emphasis, ordering, keywords, and framing. When you tailor your résumé to the job description, the work that posting cares about leads each role, your bullets adopt its vocabulary for skills you genuinely have, and the filler gets cut. Same history, arranged for this reader.

The catch with doing it by AI: ask a general-purpose chatbot to "improve" a résumé and it will happily invent experience you don't have — and the invention surfaces in the interview, where it costs you the job. Olive's rule is built in: it writes only from your profile, drops any employer, school or credential that isn't in it, and puts each rewritten bullet next to your original for you to keep or revert. The résumé that goes out is still yours.

Tailoring assumes you have something to tailor. If you don't, start with the résumé builder and come back. And because Olive is a full job search with AI, the posting is already here — find a real opening, check your fit, tailor your résumé to the job description, and practice the interview — all in one place.

The method

How to tailor your résumé to a job description

Six moves, by hand or with AI. Drafting is the mechanical part; reading the posting, mapping your history and approving every line stay yours.

  1. 01

    Read the posting like a grader

    Pull out the three to six requirements it leads with, repeats, or files under Requirements. Those are the lines your résumé is graded against, and the words a recruiter will search with. A term the posting uses twice counts double.

  2. 02

    Map your real experience to each one

    For every requirement, name the job, project, or course that answers it. One you can't map is a genuine gap: no rewrite closes it, so have an honest answer ready. If most come up empty, aim at a closer role instead.

  3. 03

    Draft the rewrite in the posting's words

    The mechanical part, and the part AI is genuinely good at: your bullets rephrased in the posting's vocabulary for skills you actually have, the mapped experience brought forward, the filler cut. A translation job, your history into their language.

  4. 04

    Cover the keywords without stuffing them

    Each must-have term belongs where it's true: inside a bullet about real work, and in your skills section so a search finds you. The same term five times reads as padding, and a keyword you can't back up moves the rejection into the interview.

  5. 05

    Reorder so relevance leads

    Within each job, the bullet that matters most for this posting goes first; in your skills, the must-haves come before the nice-to-haves. Recruiters skim top-down, so make the top do the work.

  6. 06

    Review every change and verify every claim

    Read each change against your original. The test for every line: could you talk about it for two minutes, out loud, with follow-up questions? If yes, keep it. If not, it comes out, however good it sounds.

Common questions

Can AI tailor my résumé to a job description?
Yes. Point Olive at a job and it rewrites your résumé against that job description: the posting's own terms wherever your history backs them up, the bullets that matter most leading each role, and ATS-safe formatting. You see each rewritten bullet next to the line it replaced. What no tool can do is close a real experience gap: tailoring makes fit visible, it doesn't manufacture it.
Will the AI invent experience I don't have?
No, by design. Olive writes only from your profile: any employer, school, degree or certification that isn't in it is dropped automatically, and dates and company names are copied from it rather than rewritten. When it rewrites a bullet or your summary, you see your original next to the new version and choose whether to keep it, edit it or revert it.
Do ATS systems reject AI-tailored résumés?
No. An applicant tracking system doesn't know or care who wrote the words, and it rarely rejects anyone on résumé quality. Mostly it files your résumé into a database recruiters search with the posting's own terms, which is exactly what honest tailoring improves. What fails is a layout that breaks parsing, or keyword stuffing a recruiter reads as padding.
Is it cheating to tailor your résumé with AI?
No. Employers use software to filter and search applicants at scale; using software to present your real experience in the posting's language is the same leverage pointed the other way. Recruiters expect a résumé aimed at the job. The line is fabrication: a tool that adds skills you don't have isn't tailoring, and the invention surfaces in the interview.
How long does it take to tailor a résumé with AI?
Budget about ten focused minutes per application, most of them yours: Olive drafts the rewrite against the posting, and you spend the rest reading every change, checking each claim is true, and confirming the posting's must-have terms appear where they're real. By hand the same pass takes far longer, which is why most people skip it.
Do I need a different résumé for every application?
One per role family, plus small per-posting adjustments. Fifteen near-identical postings don't need fifteen bespoke résumés: tailor one strong version for the family, then adjust the lead bullets and a few keywords for each posting. If you can't honestly map most of a posting's requirements to your experience, don't tailor harder; aim at a closer role.
How is tailoring different from a résumé builder?
A résumé builder creates the document from your background — your jobs, classes, projects. Tailoring starts from a résumé you already have and adapts it to one specific posting. On Olive they're one flow: build it once, then tailor a version for each job you're serious about.Build a résuméTailor yours to a job
What can I export?
DOCX or PDF, in ATS-safe formatting — single column, standard headings, nothing that breaks parsing. Your tailored versions stay saved to your account, so you can keep one base résumé and export a matched version for each posting.
What does résumé tailoring cost?
Résumé tailoring is free to use, with limits: a free account gets 2 AI résumés and 2 cover letters each month. Search, saved jobs, job alerts, résumé uploads, edits and downloads of your résumés are open on every plan. Searching needs no account. Plus is $19/month, cancel anytime, and raises that to 60 AI résumés and 60 cover letters a month.Compare Free and Plus

The posting already says what it wants. Send the résumé that answers it.