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Google Explains Why URLs Blocked By Robots.txt Can Still Be Indexed

Google’s John Mueller answered a question about the curious circumstance of Search Console reporting thousands of URLs as indexed despite being blocked by robots.txt. Mueller helped explain how this happens and what to do about it. Content Indexed Despite Being Blocked By Robots.txt A Redditor asked for advice because Google Search Console was reporting more […]

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Research Suggests AI Engines Assign Ranking Roles To Sources

BrightEdge research comparing citations in ChatGPT and Google AI Overviews suggests that AI search engines are doing more than retrieving information. They are assigning different roles to the same sources, treating platforms like Reddit and LinkedIn as authoritative references in some contexts and as social commentary in others. For SEOs, publishers, and business owners, the […]

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ChatGPT Citations Changed After GPT-5.5, SISTRIX Data Shows

A SISTRIX analysis of 3.8 million German-language ChatGPT responses found that citation patterns changed after ChatGPT began implementing GPT-5.5. The analysis, published by SISTRIX founder Johannes Beus, tracked 38 daily samples of 100,000 ChatGPT responses. SISTRIX compared citations in the four days before the change with the four days after it. The company describes the […]

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Google Says LLMs.txt Is Purely Speculative… For Now

Google’s John Mueller responded to a question about whether Google’s guidance on LLMs.txt is contradictory. His answer shows why Google considers LLMs.txt speculative for now and why WebMCP, a Google-backed proposal, might be what SEOs and site owners should be looking into. LLMs.txt, Chrome Lighthouse, And Google’s Guidance A discussion on Reddit asked about the […]

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