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Google AI Search Is Moving From Recommending Products to Acting on Them—SEO Visibility Is Becoming Agent Visibility
Google's search-to-shopping pipeline is moving beyond product recommendations and into execution. A new set of agentic commerce updates announced on September 16 gives merchants mo...
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The Most Valuable Query May Be the One Keyword Tools Never See: The Follow-Up Question Inside an AI Conversation
The most commercially revealing search may no longer be the phrase that starts the journey.In an AI conversation, a user can begin with a broad question, add a budget constraint, r...
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AI Search May Drive Only 1–2% of Local Calls—but Most of Its Influence Can Disappear Behind Branded Searches, Untracked Calls and Prompt Drift
AI search may still look small in local lead reports, but the visible numbers can understate how often it influences a customer before the phone rings. Provider observations report...
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Deep-Search Agents Often Verify Poisoned Evidence—and Still Fail to Recover From It
Deep-search AI agents can recognize that evidence deserves additional checking and still fail to escape a poisoned information environment. A new benchmark finds that verification....
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AI Assistants May Care More About How Many Reviews a Local Business Has Than Its Star Rating
Local businesses trying to appear in AI-generated recommendations may have been watching the wrong review metric. A large Uberall analysis suggests that the number of reviews a loc...
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Product Pages Captured 24% of B2B AI Citations—Nearly Six Times More Than Reddit, YouTube and Forums
B2B marketers trying to earn citations from AI assistants may be looking in the wrong place if they focus primarily on Reddit threads, YouTube videos and community discussions. In....
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AI Search Surfaces Fewer Long-Tail Sources—and Concentrates Visibility on a Smaller Web
AI search may make finding an answer faster, but it can also make the web behind that answer smaller. A large-scale MIT-led study comparing generative and traditional search found....
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AI Search Blocks 99.78% of Traditional SEO Spam—but LLM-Specific Manipulation Doubled the Success Rate
AI search systems appear remarkably resistant to many of the black-hat SEO techniques that have polluted conventional search for years. A new security study accepted at The ACM Web...
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Apple Confirms You Can Restrict Its AI Crawler Without Sending a Search-Ranking Signal
Apple has drawn a clearer technical line between traditional web search and the controls publishers can use to restrict their content from training the company's generative AI mode...
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OpenAI’s New API Lets Anyone Build Long-Running AI Search Agents With Web Retrieval and Subagents
OpenAI is making the infrastructure behind its long-running agents available to developers. The new Agents API, now in public beta, packages the agent harness and cloud infrastruct...
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Restructuring Content Lifted AI Citation Rates 17.3% Across Six Generative Engines
What if improving visibility in AI search required changing less of what an article says and more of how it is built? A new research preprint argues that document architecture, inf...
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