SEO articles

3 articles on SEO from the Codebumble team, written to be acted on.

SEO

Inside Google's Core Update: The Architectural Decoupling of Organic Rankings and AI Overview Citations

An exhaustive systems analysis of Google's latest Core Updates. We explore the architectural decoupling between classical organic ranking algorithms and AI Overview citation engines, analyze empirical data showing only 38% citation overlap with top-10 SERPs, dissect passage-level vector RAG retrieval, and demonstrate how to architect factual markdown data meshes for direct LLM synthesis.

8 min read

SEO

Inside AI Search Engine Crawlers: RAG Indexing Architecture, Semantic Graphs, and the 96% Bot Surge

An exhaustive technical analysis of the shifting search landscape. We deconstruct how AI answer engines (Google AI Overviews, Perplexity, OpenAI Search) ingest web data via Retrieval-Augmented Generation (RAG) pipelines, analyze the 96% surge in autonomous crawler volume, evaluate edge crawl budget steering, and demonstrate how to architect deterministic JSON-LD entity graph meshes for direct LLM citation.

8 min read

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