Blog · Job applications
Everyone tells you to tailor your resume. Almost nobody tells you where tailoring stops and inventing starts — which matters, because AI tools will happily cross that line for you and won't mention it.
It's simpler than the hand-wringing suggests:
Same facts, different words
Tailoring changes how you describe what you did. Lying changes what you did. If a sentence would survive an interviewer asking "tell me more about that", it's tailoring.
That test does almost all the work. You are not obliged to describe your job the way your old employer's HR department described it. You are obliged to describe things that happened.
The posting says "stakeholder management". Your resume says "worked with clients and internal teams to agree priorities". Same work, and the posting's phrase is the one the recruiter is searching for. Changing it is honest.
What isn't: adding "stakeholder management" when your job had no external contact at all.
You have six bullets under a role and the posting cares about two of them. Move those two to the top. Nothing is invented; you've just answered the question they asked first. This is the highest-value edit most resumes need and it takes two minutes.
The most underrated form of tailoring. Three bullets about work irrelevant to this role aren't neutral — they're three bullets of the reader's attention spent elsewhere. Dropping them isn't hiding anything; a resume was never a complete record.
"Improved reporting process" becomes "cut monthly reporting from three days to one" — if that's what happened. Most people undersell because they never wrote the number down, not because they lack one. Go and find it.
A language model asked to make your resume match a job description is doing pattern completion. The posting mentions team leadership; your resume doesn't; the most statistically natural rewrite adds team leadership. It isn't deceiving you — it's filling a gap, which is what it was asked to do.
This is why "paste resume, receive finished resume" is the wrong shape for the tool. If you get back a polished document with no record of what changed, the invented sentence looks exactly like the honest ones. You will not spot it by re-reading, because it reads well — that's the whole problem.
The fix is boring: see each change individually, against the line it replaced, and decide. It takes a few extra minutes and it is the only reliable way to catch it.
Read the posting and mark the five things it actually wants
Not the whole requirements list — postings ask for everything. Which five would you screen on if you were hiring?
For each, find where in your history you've done it
If you can't find it for two of the five, that's useful information about whether to apply, and it costs you nothing to know now.
Reorder so those appear first, and cut what doesn't serve
This is most of the value and involves no writing at all.
Rewrite the surviving bullets in the posting's vocabulary
Same facts, their words. Then check every sentence against the interview test.
Our resume optimizer is built around step four, and specifically around the checking. Every suggested change is shown next to the line it would replace, and nothing is applied until you accept it — so a rewrite that quietly promoted you is one you see and reject rather than one you send. Free, no account needed.
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