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“There is now ample evidence, collected over the last few years, that AI systems are unpredictable and difficult to control.” That’s Dario Amodei in January, writing about the technology his company sells. Compare with what’s on your LinkedIn timeline this week. Here’s the script: Schema markup ensures AI engines parse your content. The first sentence […]
Google’s Search and Chrome documentation now point in different directions on llms.txt, depending on whether the goal is Search visibility or agentic browser readiness. Google Search recently published a new optimization guide that lists llms.txt among the tactics you don’t need for generative AI features. The guide groups it with content chunking, AI-specific rewriting, and […]
Every advertiser, from small businesses to enterprises, can struggle with knowing if their budget is allocated for the best results. Budget allocation used to be more straightforward, but campaign spend has shifted, and a lot of accounts could use a second look. Performance Max has disrupted how budget flows through accounts in new ways over […]
This post was sponsored by Victorious. The opinions expressed in this article are the sponsor’s own. A year into the shift toward AI search, the marketing industry is full of confident takes about the factors that impact AI visibility. But we’ve seen very little data to support commonly held assumptions. We wanted to see what […]
Google upgraded AI Mode with Gemini 3.5 Flash as the new default model and redesigned the Search box with AI capabilities, the company announced at I/O. The changes also include search agents and an international expansion of Personal Intelligence. Liz Reid, VP and Head of Search, said AI Mode has passed one billion monthly users. […]
Google is expanding its SynthID verification tools to Search today, with Chrome support planned over the coming weeks. Users will be able to check the origin of images through Search features such as Lens, AI Mode, and Circle to Search. The company is also launching an AI Content Detection API on Google Cloud, initially available […]
Google used its I/O 2026 event to introduce Universal Cart, a new AI-powered shopping experience designed to work across Search, Gemini, YouTube, Gmail, and participating merchants. The announcement signals another major step in Google’s broader push toward “agentic commerce,” where AI systems do more than recommend products. Instead, they actively help users manage shopping decisions, […]
YouTube brought several AI-focused updates to Google I/O this year, but two announcements stood out more than the others. The platform is introducing a new conversational discovery experience called “Ask YouTube” alongside expanded AI video remixing powered by Gemini Omni. Together, the updates suggest YouTube is putting more focus on helping users discover content through […]
Google’s recent definition of commodity vs. non-commodity content is a bit meh. Meh if I’m being kind. Downright useless if I’m being more reasonable. Complete and utter rubbish if I’ve had a drink. Image Credit: Harry Clarkson-Bennett They all read like headlines you’d see in Discover and scroll past very quickly. Maybe in a few […]
Incrementality testing has become the default answer to a problem most direct-to-consumer brands genuinely have. Platform attribution disagrees with itself; Meta and Google routinely both claim credit for the same conversion. Not to mention studies we have done reviewing one transaction at a time to find out organic search or Google Shopping transactions were being […]