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John Mueller from Google clarified that the core principles behind Google’s search algorithms, spam detection techniques, and policies remain largely unchanged despite advancements in AI search technology. While some adjustments have been made, Mueller emphasized that these remain incremental because search outcomes are influenced by multiple factors that extend beyond AI advancements — including the ongoing evolution of the web itself.
This clarification came in response to a question posed on Bluesky by Lily Ray, who inquired whether Google’s handling of web spam and helpful content strategies have shifted with the rise of AI-driven search. She asked if Google continues to develop new algorithm updates, spam policies, and manual actions aimed at manipulating search results, especially as search increasingly adopts AI and automation.
Mueller responded by stating that the fundamental approaches to managing spam and content quality haven’t drastically changed. He highlighted that search has a long history of refinement, built on extensive experience and expertise, and that progress occurs within the context of an evolving, dynamic web environment. The overall landscape is still guided by core principles, with adjustments made as needed, rather than overhauls.
This discussion was shared on Bluesky, and a screenshot of the conversation is available, illustrating Mueller’s position that the foundational strategies remain steady amidst ongoing technological and algorithmic developments.





