Topic evidence page

AI optimization / experimentation

Source-backed creator statements and evidence excerpts related to AI optimization / experimentation.

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Public Insight Cards

These are deterministic, source-backed cards from the offline export. They are not live AI answers.

Because AI optimization is new and lacks settled best practices, learning requires running experiments and comparing notes with practitioners running experiments.

@@tjrobertson52 · asserts

I'm currently in Ottawa meeting with some of the smartest people I know in SEO and AI optimization. I got invited to come up here because I'm part of a community people, people who are doing SEO for themselves or for other companies and who are especially interested in AI. I've always been a part of a few communities like this, but I feel like it's become...

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Related Source Records

In Ottawa with AI/SEO pros who get it: there are no AI experts yet, so we experiment together...

@@tjrobertson52 · 2025-09-02

I'm currently in Ottawa meeting with some of the smartest people I know in SEO and AI optimization. I got invited to come up here because I'm part of a community people, people who are doing SEO for themselves or for other companies and who are especially interested in AI. I've always been a part of a few communities like this, but I feel like it's become...

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Evidence Passages

I'm currently in Ottawa meeting with some of the smartest people I know in SEO and AI optimization. I got invited to come up here because I'm part of a community people, people who are doing SEO for themselves or for other companies and who are especially interested in AI. I've always been a part of a few communities like this, but I feel like it's become especially important today. If you work in an industry that has established best practices, then communities like this aren't quite as necessary. You can get m...