JERK Report #18: The page is no longer the unit

If you have been reading my notes for a while, you know AEO is the game now.

Someone wants exactly what you sell. They used to type it into Google and click a few blue links.

Now they ask an AI, and it tells them who to trust. No links. No clicking. One answer.

So the question that decides your next few years is simple.

When the machine gives that answer, is it you?

That is the AEO game. Answer engine optimization.

I tell people to check their AEO by hand. Open an AI tool. Ask the question your customer asks before they have ever heard of you. See if your name comes back.

This week I am still telling them that. Because I have not found a tool that does it for you as well.

But there is a deeper layer, and that one is already being automated.

For years we optimized our pages to win a ranking. One page at a time.

As search moves from engines to answers, that changes. AI does not read your pages one at a time. It reads how they hang together. Whether your work adds up to one body of work, or a pile of posts.

The Jerk read on this:

Position. The platforms have started to show you whether AI can find you. But most of these tools sample the back end, the API, where a machine asks the question, not where a person does. One study, by Surfer's Jakub Sadowski and Wojciech Korczyński, found those two overlap by about four percent. (link: https://surferseo.com/blog/llm-scraped-ai-answers-vs-api-results/) So you get real data, but not the right data.

Velocity. The gauges are multiplying. Three of the largest platforms decided AEO should be measured, launching new tools in the past 8 months. HubSpot bought a startup last fall. (link: https://www.hubspot.com/company-news/hubspot-to-acquire-xfunnel) Google added a report to the console it already owned. (link: https://search.google.com/search-console) Microsoft layered AI onto their existing Clarity. (link: https://clarity.microsoft.com) The courses and the ads are multiplying just as fast.

Acceleration. It started with small companies at the edge. Now it is the giants. They count differently. Google shows you that you appeared. Microsoft Clarity follows the visitor to the click and the sale. HubSpot ties it to the customer record.   

Jerk. Last week I found a new tool an acquaintance built. It does not count whether you were mentioned. It looks at how well your work coheres. Kim Albee and Carolyn Holzman built a tool that judges you at the level of your whole site, not page by page. That is wholly different from the other tools.

The page is no longer the unit.

Consistent is not the same as connected. You can write fifty posts on one subject and still leave fifty islands. The machine counts whether they connect into one authority, not whether they share a topic.

That whole-site idea is Carolyn Holzman's forensic research, and Google's own leaked documents later pointed the same way. (link: https://www.americanwaymedia.com/decoding-googles-helpful-content-system/)

The goal is not to be mentioned once. It is to become a source the AI trusts and returns to.

Five minutes this week.

Ask your favorite AI how well your work holds together, and where the gaps and inconsistencies are.

Does my work add up. Would AI read me as one expert, or fifty strangers?

I ran this on myself last week. I asked the major models what Design Rosetta is about. They told me I make 3D printed jewelry. Which I did, a decade ago. I have been taking old sites down. The new work is all there. It just has not connected yet. The old me is still the clearest signal.

That is the work now. Not winning a page. Connecting a body of work until the machine can see one expert instead of a stack of strangers.

PS:  If you want to look at VizzEx, it is here: https://vizzex.ai/ai-visibility-mastery/. The code aivm-rosethun-20 takes twenty percent off.