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AI systems are now answering questions about your business. The problem is that they are often getting it wrong. Consider the typical situation. A brand’s products, services, expertise, locations, leadership, and relationships are distributed across dozens of pages. An AI model retrieves fragments from those pages, stitches them together probabilistically, and generates an answer. The […]
Google CEO Sundar Pichai said Google has spent 25 years learning how to measure user satisfaction in Search, including engagement, sessions, return behavior, and bounce-backs, saying that those metrics help Google improve AI Search. When asked about the concept of Google Search traffic dwindling to zero, the Google Zero scenario, Pichai insisted that the reality […]
Most business owners assume that higher star ratings are linked to better business outcomes. A peer-reviewed study tested that assumption directly. Researchers Eddie Inyang and Juliana White surveyed 251 U.S. small-business owners on online reputation management, Google star ratings, and business performance. Notably, Google star ratings alone didn’t predict performance. What was associated with performance […]
Anyone selling you llms.txt, content chunking, or AI-specific schema as the path to AI Overview citations has been wrong for 18 months. Google said so. But there is a wrinkle worth pulling out. “Wrong for Google Search” is not the same as “wrong for AI agents.” In the section answering whether SEO is still relevant […]
Amazon sued Perplexity over its Comet browser shopping on Amazon under user authorization. On March 10, 2026, a federal judge in the Northern District of California issued a preliminary injunction blocking Comet from accessing Amazon’s logged-in pages. Roughly a week later, the Ninth Circuit Court of Appeals paused the injunction pending Perplexity’s appeal. On May […]
A new analysis from Peec AI, an AI search visibility platform, found that Google’s AI Overviews appeared in about 87% of the 500,000 prompts it studied. The sample skews toward commercial, buying-intent queries and leaves out navigational searches. So the figure describes a specific slice of search, not Google overall. What Peec Found For decision-stage […]
Welcome to the week’s Pulse. Each update this week influences what can appear inside Google’s AI answers, and why. Google brought Preferred Sources into AI Overviews and AI Mode, new data looks at how personal data changes which brands appear in AI Mode, and Google’s CEO discussed AI Overview quality. Here’s what matters for you […]
This post was sponsored by Trendos. The opinions expressed in this article are the sponsor’s own. Are my competitors running ChatGPT ads? Is there an ad library for ChatGPT sponsored results? How do I track who’s advertising in AI answers? Your highest-intent buyers are asking ChatGPT about your category right now. A sponsored placement appears […]
The tools are deployed. The licenses are paid. And if you’re a senior SEO or GEO practitioner right now, you’re probably using AI every day – for drafts, for summaries, for first passes at content that used to take twice as long. That’s real productivity, and it’s not nothing. It’s also not the return the […]
Google announced that Preferred Sources is coming to AI Overviews and AI Mode, alongside new article carousels and an expansion of the “Highly Cited” label across search results. Users have now selected more than 345,000 sources through Google’s Preferred Sources feature, up from roughly 90,000 when the company expanded the tool globally. Preferred Sources In […]