Articles
Research, experiments and analysis on AI visibility, generative search, SEO and how artificial intelligence systems understand the web.
Siri Handles 2.5 Billion Requests a Day—the AI Search Market Is Bigger Than Chatbots
The AI search market is easy to picture as a collection of chatbot windows: a user opens ChatGPT, Gemini or Perplexity, types a question and receives a synthesized answer. Apple ha...
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Targeted GEO Repairs Beat Generic Rewriting While Changing Only 5% of the Content
Generative Engine Optimization is often framed as a rewriting problem: make a page clearer, add statistics, sound more authoritative or restructure the copy, then hope an AI answer...
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ChatGPT Cites Fewer Sources—but May Absorb Far More From Each One
Generative search has made citation counts one of the easiest new GEO metrics to track. A brand or publisher can count how many sources ChatGPT, Google or Perplexity displays and t...
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Advertisers Spent Their Google Credits—Then Google Took the Credits Back
Promotional credits are designed to make the first dollars of an advertising campaign easier to commit. But two cases reported by a PPC consultant expose the opposite risk: what ha...
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Scammers Are Hijacking Google Maps Calls Without Changing the Business Profile Phone Number
A Google Business Profile can display the correct phone number and still send a customer toward a scammer. A newly documented Google Maps abuse pattern does not depend on winning a...
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Your Local AI Citation Could Come From a Hotel’s Blog—or Disappear Because of an Old Robots.txt
Local businesses have spent years learning where their digital identity needs to be accurate: their own website, Google Business Profile, major directories and review platforms. AI...
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Google Researchers Are Testing an LLM That Generates the Ranked List Itself
Most modern neural search systems separate speed from precision. A dual encoder can retrieve candidates efficiently from a large collection, while a more computationally expensive....
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Google Says the Classic Top 10 No Longer Maps Cleanly to Modern Search
For most of SEO’s history, “position” offered a convenient mental model: position one was the first organic result, position two sat below it, and the first ten results roughly des...
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Growing Restaurant Chains Were Recommended by ChatGPT Seven Times More Often Than Shrinking Rivals
Restaurant expansion and digital visibility appear to be moving together. In a new SOCi analysis published as sponsored content on Search Engine Land, eight expanding restaurant ch...
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Freshpet Ranked in Search but Stayed Invisible to AI—JavaScript-Hidden Content Was Part of the Problem
A page can rank well in Google and still fail a much newer test: can an AI system reach the evidence on the page, understand it in isolation and reuse it confidently in an answer?....
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One AI Visibility Score Can Hide Four Completely Different Outcomes
AI visibility is becoming easier to measure and harder to interpret. Tools can now tell marketers how often a brand appears across ChatGPT, Google AI Overviews, AI Mode and other a...
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