Topic tag · AEO & AI Search
Brand and publisher visibility across AI answers, including what common scores can and cannot establish.
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OpenAI documented virtual try-on for clothing and accessories. In three anonymous web prompts, ChatGPT returned text recommendations and one sponsored placement, but no Try on control.
A product-advice preprint found no shared displayed source domains in 76.7% of matched ChatGPT and Gemini checks. What the test means for AI visibility audits.
A 500-query bilingual study found high answer similarity but very low cited-host overlap between Baidu and Google AI overviews.
A 960-answer experiment and a separate B2B panel show why AI citations vary by engine, prompt type and measurement unit. Their percentages should not be pooled.
Google is testing payments when publisher content significantly contributes to AI answers. Here is what is confirmed, undisclosed and worth measuring.
A 1,200-observation research protocol for measuring how AI mentions, recommendations, and citations move when the monitored site does not change.
Learn what AI SEO means, how it differs from AEO and GEO, what Google documents, and how to measure rankings, citations, referrals, and conversions.
Thirteen documented search and AI changes from September 7–13, plus two community signals that still require controlled tests.
OpenAI reports a 91.5% BrowseComp score for GPT-6 Astra. A new Perplexity customer story adds engineering context, not a consumer citation benchmark.
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