Sitemaps and lastmod: Discovery and Update Management, Not Citation Weights
Scope note: This article explains the topic using public research and common engineering patterns. Retrieval, reranking, generation, and source-selec…
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robots.txt and AI Crawling: Blocking Access Is Not the Same as Brand Disappearance
Scope note: This article explains public mechanisms or offers a diagnostic framework. Indexing, retrieval, reranking, generation, and source display …
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GPTBot, ClaudeBot, PerplexityBot: How AI Crawlers Differ from Google’s Crawler
AI crawlers (GPTBot, ClaudeBot, PerplexityBot) are automated programs AI companies use to fetch web content — similar to Googlebot but with significan…
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JavaScript Rendering and Content Access: Crawler Capabilities Vary
Scope note: This article explains the topic using public research and common engineering patterns. Retrieval, reranking, generation, and source-selec…
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Auditing Legacy Content: Expressions That Increase Misunderstanding Risk
You ran the "Answer Block GEO Scorer" and got a deduction list: 2 pronoun issues, 3 filler phrases, 1 overlong sentence. Scope note: This article …
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