It might not know the current you.
From Googling Someone to AI-ing Them
Googling someone before meeting them was normal years ago. A new client, a possible business partner, a speaker you had never heard of, or simply a name that landed in your inbox. We've all done it. You search their name, open a few links, read what is there and form your own view.
You may believe your online reputation is shaped by what you published, what you say on stage and what appears in your official biography. That was never the whole picture. Now it may not even be the first picture people see.
Because now we are starting to AI people. Instead of searching through pages of information ourselves, we ask AI who someone is.
What are they known for?
What have they done?
Are they credible?
Are they the right person for this opportunity?
That difference matters. Google gave us the information and we decided what it meant. AI does both now.
It can pull together signals from across the public record. Your website, interviews, old roles, media coverage, reviews and what other people have written about you can become part of the answer. It connects those pieces and form a clear-sounding account of who you are.
Every fact could be correct while the picture itself is incomplete. An old role could become more important than what you do today. Something repeated often enough could become the thing you are known for, while years of valuable experience barely appear.
The answer can feel accurate while still missing the point. You can be easy to find and still be poorly understood.
And that is the real change from Googling someone to AI-ing them.We haven't just changed how we find people. We have changed who forms the first impression.
When The Facts Tell The Wrong Story
The danger is not that AI invests something about you. It can use information that is completely true and still build the wrong picture of you. An old job can appear more often than the work you do today. A role you left years ago may have more articles and interviews attaced to it than the expertise you have built since. What you were once known for may simply be easier to find than what you are known for today.
There is already a name for this gap. John Nosta, a technology and AI thinker who writes for Psychology Today, calls it the "inference gap". It is the distance between the version of yourself you put online and the version AI builds from what it finds. The gap itself is not new. People have always informed opinions about us from incomplete information. What has changed is that AI can now collect those pieces, connect them and give someone a clear answer about who we are.
This matter even more when you have years of experience behind you. The longer your career, the more versions of you may still exist online. Old businesses, previous roles, past areas of expertise and interviews from another stage of your career may all still be there. They may all be true, but they do not all describe who you are today.
At the same time, some of your most valuable expertise may hardly appear online at all. It may live in conversations, decisions, client results and years of experience that you have never needed to write down. So the gap is not only between what you say about yourself and what AI says about you. It can also be between the expertise you have earned and the expertise the outside world connects with your name.
And those are not always the same thing.
Expertise Needs Experience
I have seen leaders with decades of relevant experience described online in language that could fit almost anyone. Yet speak to them and the difference is obvious. Their experience shows in the way they see a problem, the connections they make and the decisions they reach.
They did not need more expertise. They needed the expertise they already had to become easier to recognise.
That changes the conversation. Your online reputation should not be about creating a better version of yourself. It should make the value that is already there easier for other people to understand. When your ideas, results, what credible people say about you and what you are known for today all tell the same story, the picture becomes much clearer.
The expertise was already there.
But if you are not there to explain it, does the evidence around your name explain it for you?
