#Generative Engine Optimization
21 articles tagged
How to get a Google knowledge panel without a Wikipedia page
You do not need a Wikipedia page to earn a Google knowledge panel. The real path is Wikidata, entity schema, and independent third-party corroboration.
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AI crawler traffic breakdown, and why ClaudeBot sends nothing back
ClaudeBot now crawls 11,000 pages for every visit it refers. What the 2026 AI crawler traffic breakdown means for your visibility strategy.
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Why LLMs rarely cite Substack or Medium (the 0.07% reality)
Substack earns 0.07% of AI citations and Medium 0.36%. Why newsletter and blog-host platforms underperform, and where to publish instead.
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How LLMs use YouTube for brand citations (transcript extraction)
YouTube is the #2 social source in AI answers, but LLMs cite the transcript, not the video, and ChatGPT barely uses it. How to structure video for citation.
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How LLMs use Reddit for product and category queries
Reddit is the single most-cited domain in AI search, but LLMs pull old, low-vote threads, not viral posts. How they really use Reddit for product queries.
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How LLMs use Wikipedia for brand queries (and how to earn inclusion)
Wikipedia is ChatGPT's top factual source, but the 48% headline is misleading. How LLMs really use Wikipedia for brand queries, and the earned path in.
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How grok picks sources (and why the x-only myth costs you citations)
Grok is the most X-native engine, but x.com is only 1.4% of its cited domains. Here is what Grok actually cites, and how to earn a slot.
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How Gemini picks sources (the Google ecosystem edition)
Gemini grounds on Google's own index, Knowledge Graph, and YouTube. Here is how it decides what to cite, and why an entity footprint matters more than backlinks.
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Claude source selection and why brands get under-cited
Claude searches the web through Brave, cites the most selectively of any major engine, and defaults to its training corpus. Here is how it picks sources.
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How to rank in Google AI Overviews (2026)
Ranking top 10 used to be the lever. After Gemini 3, it is not. Here is how AI Overviews really picks sources in 2026, and what to do about it.
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