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Why Your Bio Keeps Getting You Wrong

This entry is part 3 of 6 in the series How Buyers Find You
TL;DR: Somewhere out there is a version of your professional history that you did not write. It is on a conference page from 2019, in a podcast description, on an old company site nobody took down. When a machine assembles an answer about you, it reads all of them and picks. You do not get to vote. What you can do is publish something so much more complete that it wins.

Somewhere online is a version of your professional history that you did not write. It is on a conference page from 2019, in a podcast episode description, on a former employer’s leadership page that nobody took down when you left.

None of it was malicious. An organiser needed forty words by Friday and wrote them from your LinkedIn headline. A host summarised your career from a fifteen-minute pre-interview call. A directory scraped something once and has never looked at it again.

Every one of those is a public record of who you are. Every one was written quickly by somebody with partial information and no particular reason to check it. And every one of them is still there, because old pages outlive the events that produced them.

That mattered less when a person looking you up read a page and formed an impression. It matters more now, because the thing forming the impression is frequently a machine assembling an answer from everything it can find, weighting a 2019 conference bio much the same as anything you published last month.

You do not get a vote in that process. What you can do is understand how it picks, and then produce enough correct material that the picking goes your way.

Where do the wrong versions of you come from?

Other people wrote them, and most of them were doing you a favour at the time.

A conference organiser needed forty words by Friday and wrote them from your LinkedIn headline. A podcast host summarised your career from a pre-interview call. A former employer still has a leadership page with your old title on it. A directory scraped something once and has never updated.

Every one of those is a public record of who you are, and every one was written fast by somebody with partial information and no reason to check.

They do not go away. Old pages outlive the events that produced them, and a machine reading about you now weighs a 2019 conference bio the same as anything you published last week.

Why does the wrong version keep winning?

Because it is short, consistent and repeated.

Bad information travels well when it is easy to copy. One inaccurate forty-word description gets reused across a dozen event pages, each one linking to the others, and the repetition becomes the signal.

Your own site probably has the accurate version. It also probably has it once, in longer form, in a place designed for humans reading a page.

So the picture that gets assembled about you is built from many small consistent wrong sources and one large right one. That is not a fight your accurate version wins by being accurate.

What does a book do that a bio cannot?

It settles the questions the short versions leave open.

A forty-word bio can say you are an operations leader with twenty years of experience. It cannot say what you believe about how operations should be run, what you decided in 2011 that you would decide differently now, or which problems you have solved that most people in your field have never faced.

A book answers all of that at a length nobody can compress into an inaccuracy.

More usefully, it produces records that other people create about you. A catalog entry. A library holding. A citation in somebody else’s work. Those are not marketing material and they are not written by you, which is exactly what makes them count.

How do the machines decide which version is you?

By looking for agreement across sources that do not appear to be coordinated.

A system assembling an answer about a person is trying to work out which claims are safe. One page saying something is a claim. Six unrelated places saying the same thing is a fact, as far as the system is concerned.

That is why the wrong bio wins when it is everywhere and the right one exists in a single place.

It is also the route out. A book creates entries in registries, catalogs and retailers that were not written by you and do not link to each other, and they agree because they are all describing the same object.

Why do the profiles you control matter more than they look?

Because they are the sources a machine treats as authoritative about you, and they are the ones you can fix this afternoon.

A system trying to establish facts about a person weights self-published profiles differently from third-party mentions, and it looks for consistency between them. Two profiles with different job titles for the same period is a contradiction, and a contradiction makes every claim in both less usable.

So identical matters more than good. The same job titles, the same date ranges, the same organisation names spelled the same way.

Most people have four or five of these and have never read them side by side. An hour doing that is the highest-return hour available in this whole subject.

What about the pages you cannot change?

Some you can, by asking, and the rest you outweigh.

Conference organisers, podcast hosts and former employers will usually correct a page when somebody emails and asks politely. Almost nobody asks, which is why the wrong versions persist for a decade.

Where that fails, the answer is not removal. It is producing enough correct, independent records that the wrong ones stop being the consensus.

A book does that better than anything else available, because it generates entries in catalogs, retailers and registries that were created by other organisations and that agree with each other because they describe the same object.

How long does the wrong version take to fade?

Longer than you would like, and the direction matters more than the speed.

Old pages have age on their side, and age reads as reliability to a system that cannot tell the difference between established and stale. A 2019 conference bio has been sitting there being consistent for years.

What changes the picture is volume and recency together. New correct records, created steadily, from sources that are not you.

This is a slow instrument. It is also close to permanent once it works, which is the opposite of everything else in your marketing.

What should you fix first?

The things you can change today, before anything else.

Your own site should carry one description of you, complete, in one place, and every other page on the site should point at it instead of paraphrasing. Paraphrases drift and drift is what creates the second version.

Then the profiles you control. Same facts, same job titles, same dates. Not similar. Same.

Then ask the organisations that have you wrong. Most will fix a page if somebody asks, and almost nobody asks. That is an afternoon of email against a problem that will otherwise outlive you.

What does this cost if you ignore it?

The gap between what you have done and what somebody can confirm.

A stranger deciding whether to hire, book or introduce you spends a couple of minutes checking. They are not reading carefully. They are looking for whether the picture holds together.

When the versions disagree, nothing dramatic happens. There is no rejection and no conversation about it. They move on to somebody whose record was easier to verify, and you never learn that you were considered.

That is the whole cost. It is invisible, it is continuous, and it compounds while you do nothing about it.

What does a complete description contain?

More than a bio and less than a career history.

The facts a stranger needs to place you. What you do now, who for, and at what level. Where you did it before, with real organisation names and real dates. What you are known for specifically enough that somebody could check it.

Then the things a short bio never has room for. What you have built, published or been responsible for that has a name. Anything a third party can verify without taking your word for it.

That page is not for reading start to finish. It is for being correct in one place so that everything else can point at it.

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Frequently Asked Questions

Why is there wrong information about me online?
Because other people wrote most of it, quickly and in good faith. Conference pages, podcast descriptions, old employer sites and directories all carry versions written from partial information by somebody with no reason to check.
Why does inaccurate information outrank accurate information?
Because it is short, easy to copy and repeated across many pages, while the accurate version usually exists once on your own site in longer form. Repetition reads as agreement.
How do AI systems decide what is true about a person?
By looking for agreement across sources that do not appear coordinated. One page is a claim and several unrelated places saying the same thing is treated as a fact.
What does a book do that a bio cannot?
It answers what a short description leaves open, and it creates records other people make about you. Catalog entries, library holdings and citations count precisely because you did not write them.
What should I fix first?
One complete description on your own site that every other page points to instead of paraphrases, then identical facts across the profiles you control, then emails asking organisations to correct pages that have you wrong.
Why do my own profiles matter so much?
Because systems weight self-published profiles as authoritative and check them against each other. Two profiles with different titles for the same period is a contradiction that makes every claim in both less usable.
Can I get wrong pages removed?
Often you can get them corrected by asking, and almost nobody asks. Where that fails the answer is producing enough correct independent records that the wrong ones stop being the consensus.
What does an inconsistent record cost?
Opportunities you never hear about. Somebody checking you takes two minutes, finds versions that disagree, moves on to a candidate who was easier to verify, and never tells you they considered you.

📁︎ Marketing

🏷︎ Personal Branding

📝 Disclaimer

The views and opinions expressed in this blog post are solely those of Richard Lowe and are based on personal experience and research. This content is for informational purposes only and should not be construed as professional legal, financial, accounting, or business advice. Always consult with qualified professionals before making important business or legal decisions. Richard Lowe is not a lawyer, accountant, or licensed professional advisor, and this content does not establish any professional relationship.

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