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Google has started pushing generative UI into AI Overviews, meaning search results can now generate an interactive tool on the spot instead of just linking to one. For any site that earns traffic from an embedded calculator, converter, or simulation, that is a direct competitive threat, and Google’s own research suggests the overlap goes well […]
A lot of AI search advice circulating right now sounds confident and tests out flimsy. A recent Ahrefs research effort spanning more than 50 studies and roughly 15 million data points set out to check the claims the industry keeps repeating — about schema markup, llms.txt files, backlinks, “best of” listicles, and whether AI search […]
If Google’s algorithms already catch most spam automatically, why does the company still need to roll out dedicated spam updates every so often? That’s the question SEO Eli Schwartz put directly to Google’s John Mueller, and the answer reveals something about how Google balances transparency against causing unnecessary panic among site owners. How Google’s spam […]
Discovery has changed. Passive, off-platform discovery now dominates the early stages of how people find content, but the website is still the anchor of a publisher’s brand. Google still sends over a trillion clicks a year to the open web, and up to 86% of those clicks are discovery-led. A publisher’s site still has to […]
In early August, an SEO named Anastasia Kourou spotted something strange in her Search Console report: queries that weren’t searches at all. “Yes.” “Yes go on.” “Yes, pricing.” She posted a screenshot and asked Google’s John Mueller directly whether Search Console was somehow logging what people say to an AI chatbot. Mueller confirmed it was. […]
Ranking charts start moving before Google ever announces an update. SEOs notice the swings in Search Console, chatter starts on social media, and days later a named update lands. Google’s John Mueller was recently asked why the company doesn’t just call the update the moment the volatility begins, and his answer clears up a misconception […]
Most content teams have already rewritten how they format articles for AI systems — clear headings, direct answers, tidy structure. Far fewer have rewritten how they decide which articles to write in the first place. That second step is still handled the old way: pull a keyword tool, sort by search volume, build the calendar […]
Google’s John Mueller was asked a direct question on Bluesky: are there entire industries where Generative Engine Optimization simply doesn’t matter yet? His answer cuts through a lot of the noise that has built up around GEO as a discipline — and it’s worth unpacking what it actually means for how sites should be prioritizing […]
Mentions and citations have become the go-to scoreboard for AI search visibility. Marketing teams pull a share-of-voice number from a monitoring tool, watch it move up or down between query runs, and report it as if it were a performance metric. The trouble is that none of those numbers say whether a chatbot actually sent […]
Google is giving Gemini and Flow users a choice they didn’t have before: whether AI-generated images, video, and audio carry a visible watermark at all. The invisible tracking layer underneath stays on regardless, which is the detail most coverage of this update is glossing over. The change matters less as a design tweak and more […]