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The Difference Between Tailoring A Resume And Lying On One
By Nigel Guy · 2 min read
AI makes it trivially easy to reshape a resume around a job posting in
seconds, and that speed is exactly where the trouble starts. It's just as
fast to rewrite a bullet so it's honestly reframed toward what the role
needs as it is to rewrite one so it claims something that didn't happen —
and at speed, with a tool doing the phrasing, the line between the two gets
easy to cross without quite noticing you've crossed it.
The rule: tailoring changes emphasis and framing to match what's true;
lying changes the facts underneath it — and the test is whether you'd say
the sentence out loud to the hiring manager's face.
The mechanism: the say-it-aloud test
- Reframe emphasis, not events. If you did five things in a role and
the posting cares about one of them, leading with that one and shrinking
the others is tailoring. Inventing a sixth thing is not.
- Match their language to your real work, not the reverse. If the
posting says "stakeholder management" and you did that under a different
name, translating your bullet into their term is honest tailoring. If you
didn't do it at all, borrowing the term is a lie with better vocabulary.
- Run every AI-suggested rewrite through one question: could you
explain this exact sentence, in an interview, to the person who'd know if
it were false? If the honest answer is "I'd have to fudge that," don't
use it.
- Check scope words specifically — "led," "owned," "built," "managed a
team of" are the words AI tools inflate first because they're the words
that make a bullet sound stronger. Verify each one against what you
actually had authority over.
- Keep a version you'd hand to a former manager. If a rewrite would
embarrass you if that person happened to see it, it's failed the test
regardless of how well it matches the posting.
What to skip
Skip letting a tool add numbers, team sizes, or outcomes you didn't supply
— an AI asked to "make this more impactful" will often invent a plausible
metric to fill the gap, and a plausible metric that isn't true is a lie
with a decimal point. Skip tailoring so aggressively toward one posting
that the resume no longer describes one coherent career; a version that
only makes sense for a single job reads as engineered the moment anyone
looks closely.
Guardrails
- Exaggeration is often more damaging than the plain truth would have been,
because it fails exactly when it matters most: under a specific follow-up
question in an interview, live, with no time to walk it back.
- Different industries and countries treat resume claims differently under
employment law and reference checks — this is a judgement heuristic, not
legal advice, and a genuinely uncertain case is worth asking someone who
knows the specific risk.
- A resume that's honestly tailored can still lose to one that lies — this
doesn't promise a fair outcome, only a version of your resume you can
stand behind completely if someone checks.
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