Google rolled Gemini Intelligence as an Android OS-level layer starting summer 2026, beginning with the Galaxy S26 and Pixel 10 and expanding across other Android devices on a rolling basis. For a homeowner saying "find a plumber near me" on Android, this means the answer can arrive as a cross-app Gemini overlay that reads your Google Business Profile name, phone number, and rating — intent completed without opening a browser, without opening Maps, without visiting your website.
That is a second AI bypass layer stacked on top of AI Overviews at the browser level. AI Overviews change what happens before a click. Gemini Intelligence on Android changes whether a click happens at all. The previous resilience work — the AI Citation Answer Engine Method and the AI-First Resilience guidance — covered the browser side. This chapter covers the Android OS side. It is additive, not a replacement.
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