Field notes from the AI search frontier.
What we're learning about AI search, GEO, AEO, technical SEO, and measurement, written by the people doing the work, not summarizing it.
Instagram and YouTube out-cite every carmaker in Indonesia's car AI Overviews
We ran 149 Indonesian car queries through Google's AI Overviews and saved every answer. Toyota still owns the brand mentions, yet its own website barely shows up in the sources feeding them.
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Freshness only helps if the AI crawlers can actually see it
Everyone's updating pages for AI citations. Almost nobody checks whether their servers ever tell the crawlers a page changed. Here's how to find the leak.
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The technical work that decides whether AI search can use your pages
Most AI search advice skips the part that actually decides visibility, whether an answer engine can reach, render, and read your pages. This is that part.
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Your content can sit inside two billion AI answers a month and still send zero visitors
Your content can be quoted inside two billion AI answers a month and still send zero visitors. That is not a traffic problem, it is a measurement problem, and the old dashboard cannot see it.
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How to build video that AI search actually cites
YouTube is the most-cited source in Google's AI Overviews, and short-form is where product discovery now begins. What it takes to make your videos the ones AI search pulls from.
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In Google's AI Mode, the source getting cited most is Google itself
A study of 50,000 commercial keywords found Google has become the second most-cited source inside its own AI Mode, by pulling from its own Business Profiles and Knowledge Panels. That rewrites the local SEO playbook.
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A peer-reviewed study just measured what ChatGPT is doing to Google search
Bocconi University tied broader ChatGPT access to a 9.4% drop in traditional search, climbing to 17% after twenty weeks. The headline is real, but the detail underneath it is where the strategy sits.
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Google turned every search into an AI answer first
Google rolled Gemini out as the default answer on every query worldwide, and the blue links slid below the fold. Here is what actually changed, and how to keep earning traffic when the answer arrives before the click.
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Most of what AI cites about your brand lives on sites you do not control
The first Total Graph Authority post named third-party validation as the layer AI cites most. This is the deep dive, six trust tiers, engine by engine, in the order to build them.
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