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AI Shopping Facts Clash in 86% of Tested Queries
Product.ai reports repeatable factual conflicts in 86% of the shopping questions it could score across tested AI configurations. The finding raises an important question for commer...
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When Product Data Costs More to Retrieve, AI Shopping Agents Can Choose Worse Deals
A shopping agent’s final recommendation is only part of the evidence needed to assess its decision. For a retailer or consumer, an equally important question is what the agent knew...
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AI Shopping Visibility Is Unstable: The Same Queries Yield Different Source Sets
A product recommendation screenshot is a record of one encounter. For a brand assessing AI shopping visibility, the harder question is whether the same name, recommendation and sup...
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Google’s September Spam Update Hits Multiple Countries and Verticals—but the Target Remains Unknown.
Google’s September 2026 spam update remains in rollout, while independent reports describe substantial ranking movement across countries and industries. The confirmed update and th...
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Google Goes to Court to Keep Search Data From AI Rivals: Europe’s Competition Plan Faces a Legal Test
Google has taken its fight over European search competition to court. The company challenged two European Commission decisions under the Digital Markets Act: one concerning access....
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Google’s September Spam Update Hits Multiple Countries and Verticals—but the Target Remains Unknown
Google's September 2026 spam update is still rolling out. Google launched the update on September 24 at 09:15 PDT — 18:15 CEST — and the official Search Status Dashboard continues....
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Bing Formally Adds GEO to Its Webmaster Rules: Manipulation Can Now Cost Both Rankings and AI Citation Eligibility
Microsoft has rewritten the Bing Webmaster Guidelines to explicitly address Generative Engine Optimization (GEO), grounding and AI citations. The documentation now describes how th...
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Baidu Will Expose AI Citations, Impressions and Clicks: China Gets First-Party GEO Reporting Before Google
Baidu is preparing a first-party AI visibility report for publishers. The new AI Traffic Analysis section in Baidu Search Resource Platform will show how a site's pages are used in...
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ChatGPT Introduces Plugin Discovery Inside Conversations: AI Visibility Now Applies to Tools and Services, Not Just Web Pages
OpenAI is turning plugins into a native discovery surface inside ChatGPT. New Plugin Extensions let developers place plugin experiences across the ChatGPT interface, while updated....
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OpenAI’s Agents API Moves From Answering to Browsing and Acting: Agent Visibility Now Extends Beyond Traditional Search Interfaces
OpenAI's Agents API is pushing agentic systems beyond generating answers and into browsing, software interaction and coordinated multi-agent work. The managed API runs the Codex ha...
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GPT-6.1 Sol Makes Large-Scale AI Search Cheaper: Source Selection and Citation Patterns Could Shift Again
OpenAI released GPT-6.1 Sol on September 29, 2026, positioning the model as a lower-cost option for complex coding, computer use and professional work with performance approaching....
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