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Every month, a non-profit called Common Crawl fetches over 2 billion webpages and gives the copy away to anyone who wants it. That free archive is where most AI training data starts. When Mozilla audited the LLMs released between 2019 and 2023, 64% had trained on Common Crawl data in some form, and GPT-3 was […]
A client sends you a link. A news story, a mugshot site, a people-search page with their home address on it, a Reddit thread calling the business a scam. The question is always the same: can you make this go away? The answer depends entirely on what kind of page it is, and the most […]
In the first half of 2026, search behavior shifted under our feet, software valuations cratered on sentiment rather than proof, and companies blamed layoffs on AI long before anyone could show the receipts. Kevin Indig posted a link on LinkedIn last week to his AI Halftime Report, H1 2026, and it is worth noting that […]
Training for AI search and training for Google are two different races with almost the same training. The industry keeps arguing about what to call the new race. That is the wrong argument. Think about a 100m sprinter and a 60m sprinter. Different disciplines, maybe even different winners. But properly training for those two is […]
Claude’s Consideration score among U.S. Gen Z adults nearly doubled in the second quarter of 2026, climbing from 14.2% to 28.1% and landing the highest score of any brand in YouGov’s newest ranking. OpenAI more than doubled its own score too, jumping from 10.1% to 22.1%. If you check referral traffic and citation share every […]
I got tired of watching the industry treat “an AI bot fetched it” and “ChatGPT said it helps” as evidence that llms.txt does anything, so I invented a standard called cats.txt: a text file in which you formally declare your office cats, their jobs, their breeds, and how often they purr. I wrote a specification, […]
Google’s former Chief Scientist, who helped Google become the AI and Search powerhouse that it is today, was recently interviewed by Diana Hu of Y Combinator. He explained that the model people use is increasingly not as important as how the model is used within a larger system of tools, retrieval, and AI agents. His […]
Your site is probably being crawled harder than ever right now — and getting less traffic for it. That is not a contradiction or a tracking bug. It is the new shape of the web: AI crawlers visit sites thousands of times to assemble answers, and those answers get read inside ChatGPT, Perplexity, Claude, or […]
Early in my career, I worked at Google helping scale the Ads platform. Billions of dollars in advertiser spend moved through systems my teams worked on, and I got a long look at what separated accounts that compounded from accounts that stalled. It was rarely cleverness. The advertisers who won understood how the machine actually […]
When a buyer asks AI what to choose, the answer names two or three brands and skips the rest. Freshpet is one of the brands consistently cited. Screenshot of Google SERP for [best refrigerated dog food] featuring Freshpet, August 2026 AI Overviews Consistently Cite Freshpet By Name On August 20, in this live session, Freshpet’s […]