Are you losing jobs to people who exaggerate? What happens after the screen

"Almost EVERYONE is lying", and what that sentence actually is

The thread this page grew out of is on r/cscareerquestions, from September, with roughly 1,800 upvotes and around 370 comments. Its argument is that almost everyone is lying, and that a candidate who honestly describes their experience with modest, accurate language often never even gets a shot. Those are commenters' words, and thousands of people upvoted them. If that is where you are right now, I am not going to open by telling you to relax.

But I have to be exact about what that thread is evidence of. It shows that a very large number of job seekers believe almost everyone is exaggerating. It does not measure how many actually are, and nobody in it produced a number that came from anywhere. I looked at the pages that currently rank for this question and most of them lead with a percentage of CVs that supposedly contain a lie. I could not find a method behind any version of that figure, so it is not on this page. What I can tell you is what the belief does: it changes how people write, which is the part that reaches you.

A widely held perception is not a measured rate. What these threads establish is that many people believe the market rewards exaggeration, and that belief is already changing what lands in the pile.

Whether it is dishonest to use a tool to write a CV at all is a separate question and I answered it elsewhere, in the honest positioning playbook. This page assumes you have decided not to invent things and asks what you do next.

The part they get right: exaggeration does win the screen

I am not going to argue with the premise, because the premise is largely correct. A first pass, human or automated, ranks documents by how much of the job they visibly evidence. A claim that says "led the migration" evidences more than one that says "was involved in the migration", and at that stage nobody is checking which of the two is true. The person who inflated is genuinely ahead of you on that specific measurement. Any page that skips over this is asking you to disbelieve something you can see happening.

The second thing worth saying out loud is where the behaviour comes from. Adverts routinely list more years and more tools than the role or the pay can support, and how far that goes differs from market to market. When the stated bar is not serious, treating it as literal stops being informative, and people round themselves up to reach a number nobody in the hiring team believes either. That is a design failure on the employer's side of the table. It is not a character defect in the applicants, and I am not going to write about them as if it were.

And the largest concession, so it is not hiding at the bottom. Volume, timing, referrals and whether the role was genuinely open dominate outcomes in ways no document controls. I cannot promise you that an honest CV wins. The claim on this page is narrower and I think it survives contact with a bad market: of the things actually inside your control, how completely you describe your real work is the one with the most leverage.

"The liars and embellishers get exposed when it's clear they don't know what they're talking about"

That line is from a commenter in the same thread, and it is the hinge of everything here. The trade the exaggerator made is not free. An inflated claim has nothing underneath it, and an interview is made almost entirely of what is underneath. You cannot describe the constraint you worked under on a project you watched from a distance, because you never hit the constraint.

The test that makes this concrete is short. Take any line on your CV and ask "how did you do that?" three times in a row, each question going one level deeper than the last.

1. How did you do that? Inflated claims usually survive this one, because the first answer can be a summary.
2. And how did that specific part work? This is where invented scope typically fails. There is no detail to produce, because there was no work.
3. What would you have done differently? Only someone who actually made the decisions has an answer, and the answer is usually a small, unglamorous regret.

Run it on your own bullets before anyone else does. The interesting result is not the bullets that fail because they are false. It is the ones that pass all three questions easily and still read as nothing on the page. Those are the ones costing you interviews, and they are the whole subject of the next section.

The exaggerator's advantage is front-loaded and fragile. Yours is the opposite: it holds up under questioning, which only helps if you survive the screen first.

Your real problem is not honesty. It is that modest language under-describes real work.

Here is the distinction the rest of this page rests on, and it is worth being precise about because the two get confused constantly.

Inflating is adding scope, ownership, duration or results that did not happen. Describing fully is naming the scope, constraints, decisions and outcomes that did happen and went unsaid. The first invents facts. The second only stops hiding them.

Most accurate CVs I read are not modest by accident. People write short, flat lines because they are trying not to overstate, and the flatness is doing the opposite of what they intended: it hands the reader a smaller job than the one they had. "Helped maintain internal tools" and the full version of the same job are both true. Only one of them is a description.

The rule that keeps this honest is a single sentence: every word in the right-hand column has to be something you could say out loud in an interview and then be questioned about for five minutes without flinching. If it holds, it was true and you were under-selling it. If it breaks at the second question, it was inflation and it belongs back in the left-hand column.

You can do this pass yourself, on paper, in an evening, and it works whether or not you ever touch my product. What careerify does is run the same pass over a whole CV against one specific advert. It is built so that it cannot add experience you do not have: it works only from facts you entered yourself, plus the constraints and hard passes you set on them, so a role, an employer, a scope or a number that is not in your material cannot appear in the output. That is a structural limit rather than a promise about my intentions, which is the only kind worth telling you about. What it cannot do is detect who else is exaggerating, and I would not trust a tool that claimed it could.

Why the keyword-perfect CV may be losing its edge

There is a thread on r/recruitinghell whose opening post is written from the hiring side, with around 860 upvotes and over 1,100 comments, which is the highest comment volume I saw in this batch of sources. The complaint in it is not that candidates are unqualified. It is that everyone now looks identical and slightly too good, described in one line as a sea of seemingly near perfect but metaphorically Photoshopped candidates. That forum is mostly candidates rather than recruiters, so I cannot tell you which side of the table the commenters are on, but several of them said the same thing in different words: a document that matches the advert perfectly now reads as someone who pasted the advert back at them.

I want to be careful with that. It is what people posting in one thread describe, not a measured shift in hiring practice, and I have no way to tell you how widespread it is. But if even part of it is right, it is the first genuinely good news for an accurate candidate in a while. Specific, real, slightly uneven detail is harder to fake than a keyword list, and it is becoming the scarcer thing. The uneven parts of your history, the odd constraint, the project that half worked, are not blemishes on a perfect surface. They are the evidence that there is a person underneath.

The related problem, that every application in the pile now sounds the same and yours has to survive that, is a big enough subject that I gave it its own page on why every CV looks identical rather than squeeze it in here.

What to do this week

Short and ordered, because this is meant to be done rather than admired.

1. Run the three-question test on your top five bullets. Say the answers out loud, which is unpleasant and works.
2. Rewrite the ones that fail for being thin, not the ones that fail for being false. Add back scope, constraint, decision, outcome. Add nothing else.
3. Check whether the rewritten file survives a screen at all, by seeing which of one advert's terms your CV carries and which it misses.
4. Lead with the version of yourself this employer is hiring for. Same facts, different order.

That last step is positioning rather than fabrication, and it is a real thing you can look at: the analysis names which of four recruiter archetypes your CV currently reads as and reorders the same facts to lead with a different one. It adds nothing, and you can see which archetype your CV reads as before deciding whether the order is the one you want.

And if the thing actually holding you back is the worry that using any tool to write this is itself a form of cheating, that argument is settled elsewhere: whether you should use AI on your CV deals with it properly instead of in a hedged sentence here.