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Stop Chasing AI Search Rankings. Start Defining the Category Instead.

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Stop Chasing AI Search Rankings. Start Defining the Category Instead.

When another agency started selling Machine Relations, the category I named, I didn’t fight it. Here’s why owning the definition beats renting a spot that resets every day.

It announced the service on a national newswire, published its pricing and called Machine Relations “the emerging discipline of AI search visibility.” It didn’t mention where the name came from. I coined the term in 2024.

Plenty of founders would have spent that week fighting over credit or losing their minds. I saw it as the moment I had been building toward. A category doesn’t exist because the person who named it says so. It exists when someone else starts using the word as if it had always been there.

Today, other firms publish their own guides to the discipline, and some are doing their best to claim it. But ask AI search engines who coined it, and they still point back to me nearly every time. That’s because the sources they lean on all tell the same story: the official definition, the wire coverage, the public profiles and the research built on top of them.

I’m not telling you this to take a victory lap. I’m telling you because it points to the one part of AI visibility almost nobody is competing for, and most aren’t even aware of.

Most companies are fighting to show up in AI search . They should be. Getting recommended when a buyer asks an AI engine for the best option in their category is worth real money.


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