The Bio That Works But Doesn’t Get Chosen
Sep 03, 2026
A while ago, I was rewriting my LinkedIn bio and found myself staring at one word.
Distortion.
It described the work accurately. I study the small ways language changes under pressure, especially when a person is trying to sound credible, or professionally acceptable.
Still, before I saved the bio, I changed distortion to shift.
Shift felt easier to absorb. It was less likely to make anyone pause and wonder exactly what I meant.
I left it there for a few minutes.
Then I changed it back.
That tiny edit interested me more than the rest of the bio.
No one had objected to the word. No reader had told me it was too strong. I had simply imagined the moment of reception and adjusted the sentence in advance.
This happens easily in bios because a bio has a peculiar job.
It is supposed to describe you, but it is also supposed to make you legible to someone who does not know you yet.
Those two tasks are not always the same.
The more I worked on mine, the more I noticed how quickly a description could turn into a prediction. What will they understand? What will sound credible? Which version of this work fits a category they already recognise?
None of those are foolish questions. A bio has to communicate.
But something else can happen while we are answering them.
We start writing from a model of the person who is easiest to explain.
That person may be entirely real.
She may also be slightly out of date.
This is one of the strange things about professional identity. The versions of us that became successful do not disappear when the conditions around them change. They know how to present themselves. They know which words are safe, which achievements count and which parts of the story make sense to other people.
They are often very good at writing bios, which is precisely why they can be difficult to notice.
A former version of you does not have to be false to become limiting. It may have been intelligent and genuinely yours. It may still receive approval.
The problem begins when its old rules continue editing work that is trying to move somewhere else.
That was what I started to see in my own bio.
The safer word was not wrong. Shift was perfectly respectable language for what I do.
It simply made the work easier to place by removing some of the friction that made the idea specific.
Distortion asks a little more of the reader. It suggests that language can be altered by pressure in ways we do not immediately recognise. It creates a question.
Shift smooths that question.
The decision to restore the original word was small, but it showed me something larger. I was not choosing between a good word and a bad one. I was deciding which pressure deserved authority over the sentence.
That distinction matters because a bio can be accurate in every conventional sense and still feel strangely unchosen.
Everything may be accurate and professionally credible.
And yet the person described there seems to have been assembled according to rules she did not quite remember agreeing to.
Sometimes those rules come from a profession. Sometimes they come from an audience we have learned to anticipate. An older version of ourselves can keep enforcing them simply because they once worked.
This is why I am less interested now in asking whether a bio “sounds like me.”
There is no single untouched version of me waiting underneath the professional language.
A more useful question is which version of me has been given the pen.
The one that knows how to be easily understood may still belong in the room. So may the one that learned how to sound authoritative, or the one that knows how to make a complex idea acceptable.
The point is to notice when one of them starts writing by default.
Once I saw that happening in the bio, I began noticing the same thing elsewhere.
The pressure itself was often difficult to identify. Its effects were easier to see in the sentence.
A word became safer. Sometimes an explanation appeared before it was needed, or a claim softened because I had already imagined the objection.
Individually, these looked like stylistic choices. Repeated often enough, they formed patterns.
That observation eventually became the basis of the Voice Distortion Diagnostic.
I did not build it to tell people what their writing should sound like. The useful question is more specific: what pattern may be shaping the page now, and what is that pattern trying to accomplish?
The Diagnostic identifies your primary Voice Distortion Archetype and shows how it tends to appear in language, what can trigger it and what to look for when it starts operating in your own writing.
The purpose is not to eliminate influence. That would be impossible, and I do not think it would be desirable.
The value is in catching the pattern while there is still room to decide whether you want to keep following it.
That matters especially in a bio because bios are unusually good at preserving identities after we have begun to outgrow them.
The hardest one to rewrite may be the bio that still works.
Nothing in it has to be false. It may still sound recognisably you.
It may simply be answering a question you no longer want your life to answer.
If you want to see which pattern may be shaping your own writing now, you can run the Voice Distortion Diagnostic.