Tips and insights on Reddit, Quora, and community marketing
Section length is an extraction problem. The 120-180 word range gives ChatGPT enough context to cite a passage without burying the answer.
Continue ReadingBest x for y pages dominate AI citations because they match how answer engines resolve recommendation queries. Here is how to build one honestly.
Continue ReadingA table gets lifted into an AI answer whole. The same data in a paragraph gets skipped. Here is the evidence, the mechanism, and how to build one that cites.
Continue ReadingAI engines retrieve passages, not pages. The answer capsule is the 40 to 60 word block they lift. Here is how to write one that gets cited.
Continue ReadingYou do not need a Wikipedia page to earn a Google knowledge panel. The real path is Wikidata, entity schema, and independent third-party corroboration.
Continue ReadingClaudeBot now crawls 11,000 pages for every visit it refers. What the 2026 AI crawler traffic breakdown means for your visibility strategy.
Continue ReadingSubstack earns 0.07% of AI citations and Medium 0.36%. Why newsletter and blog-host platforms underperform, and where to publish instead.
Continue ReadingYouTube 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.
Continue ReadingReddit 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.
Continue ReadingWikipedia 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.
Continue ReadingGrok 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.
Continue ReadingGemini 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.
Continue ReadingTips and insights on Reddit, Quora, and community marketing
Section length is an extraction problem. The 120-180 word range gives ChatGPT enough context to cite a passage without burying the answer.
Continue ReadingBest x for y pages dominate AI citations because they match how answer engines resolve recommendation queries. Here is how to build one honestly.
Continue ReadingA table gets lifted into an AI answer whole. The same data in a paragraph gets skipped. Here is the evidence, the mechanism, and how to build one that cites.
Continue ReadingAI engines retrieve passages, not pages. The answer capsule is the 40 to 60 word block they lift. Here is how to write one that gets cited.
Continue ReadingYou do not need a Wikipedia page to earn a Google knowledge panel. The real path is Wikidata, entity schema, and independent third-party corroboration.
Continue ReadingClaudeBot now crawls 11,000 pages for every visit it refers. What the 2026 AI crawler traffic breakdown means for your visibility strategy.
Continue ReadingSubstack earns 0.07% of AI citations and Medium 0.36%. Why newsletter and blog-host platforms underperform, and where to publish instead.
Continue ReadingYouTube 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.
Continue ReadingReddit 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.
Continue ReadingWikipedia 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.
Continue ReadingGrok 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.
Continue ReadingGemini 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.
Continue Reading