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Google’s John Mueller was asked how many megabytes of HTML Googlebot crawls per page. The question was whether Googlebot indexes two megabytes (MB) or fifteen megabytes of data. Mueller’s answer minimized the technical aspect of the question and went straight to the heart of the issue, which is really about how much content is indexed. […]
This one started with a question from Adorján-Csaba Demeter, a subscriber in Romania, who asked how big the behavior change could be after Google’s AI Mode Personal Search launch, and it pushed me to think past the product announcement and into the habit shift underneath it. AI changing search is a foregone conclusion. The real story is […]
Jump straight to examples of affected websites. Over the past year, one of the most common tactics for gaining visibility in AI search has been for companies to publish “listicle” content on their own blogs – ranking the best companies or products in their niche and placing themselves in the No. 1 spot. There are […]
Today’s question is about understanding internal linking and how it can help or hinder a search engine’s perception of a page’s topical relevance and authority. “How do you technically assess whether a site’s internal linking is diluting topical authority rather than strengthening it?” What Is Topical Authority In essence, topical authority is the concept of […]
Alphabet reported Q4 2025 revenue of $113.8 billion, beating Wall Street estimates and marking the company’s first year above $400 billion in annual revenue. Google Search grew 17% to $63.07 billion. On the earnings call, the company revealed how it plans to monetize AI Mode and shared new data on how AI is changing search […]
Google Analytics has never been perfect, but it used to feel familiar. The shift to Google Analytics 4 forced PPC marketers to rethink how they pull insights, not just where to click. Reports that once lived front and center now take more effort to find. Some require extra setup. Others feel less intuitive than before […]
Some developers have been experimenting with bot-specific Markdown delivery as a way to reduce token usage for AI crawlers. Google Search Advocate John Mueller pushed back on the idea of serving raw Markdown files to LLM crawlers, raising technical concerns on Reddit and calling the concept “a stupid idea” on Bluesky. What’s Happening A developer […]
Most SEO failures are not optimization failures. They are reasoning failures that occur before optimization even begins. In enterprise SEO escalations, the pattern is remarkably consistent. Teams jump straight to causes, debate theories, and assign blame before anyone clearly articulates the actual problem they are trying to understand. Once blame enters the conversation, problem definition […]
If a language model has never encountered your brand, it cannot recommend you. It guesses, and a guess usually means it names a competitor. That is the mechanic behind every conversation about AI visibility, and it starts long before anyone types a prompt. It starts with model training data. Understanding how that data gets gathered, […]
The best PPC specialists aren’t just campaign managers. They’re business consultants who happen to use paid advertising as their primary tool. As automation handles more tactical optimization, the value of a PPC professional increasingly lies in their ability to solve business problems, not just reduce cost-per-click. Specialists who command premium rates and drive real growth […]