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Why Global Search Misalignment Is An Engineering Feature And A Business Bug

Google’s AI Overviews (AIO) represent a fundamental architectural shift in search. Retrieval has moved from a localized ranking-and-serving model, designed to return the most appropriate regional URL, to a semantic synthesis model, designed to assemble the most complete and defensible explanation of a topic. This shift has introduced a new and increasingly visible failure mode: […]

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The Guardian: Google AI Overviews Gave Misleading Health Advice

The Guardian published an investigation claiming health experts found inaccurate or misleading guidance in some AI Overview responses for medical queries. Google disputes the reporting and says many examples were based on incomplete screenshots. The Guardian said it tested health-related searches and shared AI Overview responses with charities, medical experts, and patient information groups. Google […]

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State Of AI Search Optimization 2026

Boost your skills with Growth Memo’s weekly expert insights. Subscribe for free! Every year, after the winter holidays, I spend a few days ramping up by gathering the context from last year and reminding myself of where my clients are at. I want to use the opportunity to share my understanding of where we are […]

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Meta Acquires AI Chatbot Company Manus

Meta has acquired yet another AI start-up as part of its expanded mission towards AI “superintelligence,” with AI chatbot company Manus joining the Meta flock. Manus, which says that it builds “general AI agents as the action engine for life,” and describes its mission as “extending human reach by giving everyone the code to leverage […]

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The New AI Marketplace: How ChatGPT’s Native Shopping Could Rewrite Digital Commerce

When OpenAI quietly added native shopping to ChatGPT – alongside a partnership with Walmart – it marked more than another AI feature rollout. It signaled a fundamental shift in how consumers discover, compare, and purchase products online. For the first time, shoppers can browse and buy directly inside an AI conversation – no search results, […]

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