How do I connect what I've already done so the AI reads it as one track record?

You have talks, interviews, projects, and mentions. To a person, that’s a track record. To the machine, they’re pieces that may or may not belong to the same person. The question isn’t how you get more, it’s how you make what you already have read as one thing.

Where does the stitching start?

With the name. If you appear in one place with two surnames, in another with one, in another under a professional nickname, and in another under the name of a brand you founded, artificial intelligence has four weak trails instead of one strong one. Choosing one form and using it always is the cheapest step and the one that moves the most.

And the description of what you do?

It has to be one description, repeated. Not identical text copied around, but the same idea in the same words everywhere you introduce yourself. When your professional profile says one thing, your site another, and an event write-up a third, the machine doesn’t pick the best one: it keeps the doubt and would rather not name you.

What do you do with the years you were doing something else?

You don’t erase them, you order them. A track record that changes ground doesn’t confuse the machine if the dates and roles are consistent with each other. What confuses it is a story with gaps or with two versions of the same period. Consistency matters more than linearity.

Is listing everything on your site enough?

It works if it’s a place that declares what each thing is, not a warehouse. A flat list of achievements doesn’t tell the machine what carries weight. A place that says what you did, for whom, when, and what came out of it can be read and can be cited. That is what holds up recognized authority.

And what’s in other people’s hands?

That’s the most valuable part, precisely because you don’t control it. An interview, a program you took part in, a publication that cites you: that confirms from the outside. The work there isn’t producing more, it’s making those appearances name you the way you chose and point back to your main place. When one doesn’t, you ask for the correction. It’s usually granted, and it’s worth more than three new posts.

When will you know it’s stitched?

When you ask an assistant about your name and the answer tells one story, with the pieces connected and no contradictions. As long as loose versions come out, there’s stitching left. The deeper reason, and why being a reference for people isn’t enough, is in I’m already a reference but the AI doesn’t recognize me.

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