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Microsoft Explains How Duplicate Content Affects AI Search Visibility

Microsoft has shared new guidance on duplicate content that’s aimed at AI-powered search. The post on the Bing Webmaster Blog discusses which URL serves as the “source page” for AI answers when several similar URLs exist. Microsoft describes how “near-duplicate” pages can end up grouped together for AI systems, and how that grouping can influence […]

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Ironman, Not Superman

I recently became frustrated while working with Claude, and it led me to an interesting exchange with the platform, which led me to examining my own expectations, actions, and behavior…and that was eye-opening. The short version is I want to keep thinking of AI as an assistant, like a lab partner. In reality, it needs […]

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Google Reveals The Top Searches Of 2025

In 2025, Google’s AI tool Gemini topped global searches. People tracked cricket matches between India and England, looked up details on the new Pope, and searched for information about Iran and the TikTok ban. They followed LA fires and government shutdowns. But between the headlines, they also looked up Pedro Pascal and Mikey Madison. They […]

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