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Deep dives into structured data, AI search visibility, and the future of machine-readable content.

The Duplicate Content Rule Was Built for Google. AI Search Plays by a Different One.

The Duplicate Content Rule Was Built for Google. AI Search Plays by a Different One.

For years the advice was to pick one home for each piece of content. Put it on your site or put it on Medium, but not both, or Google would punish you for du...

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AI Is Citing You. But Is It Getting You Right?

AI Is Citing You. But Is It Getting You Right?

Getting cited by AI feels like the win. It is only half of one. When an AI links your page as a source, there is a real chance the claim it attached to your...

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Google Changed Its Algorithm and Its Search Box in the Same Week.

Google Changed Its Algorithm and Its Search Box in the Same Week.

On May 21, 2026, Google started rolling out a core update. Two days earlier, at Google I/O, it announced that AI Mode had passed one billion monthly users an...

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Getting Cited by AI Is Not the Goal. Getting Absorbed Is.

Getting Cited by AI Is Not the Goal. Getting Absorbed Is.

You can be cited by ChatGPT and still contribute almost nothing to the answer. The link sits at the bottom of the response, the user never clicks it, and you...

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Everyone Told You to Add llms.txt. The Crawler Logs Say Otherwise.

Everyone Told You to Add llms.txt. The Crawler Logs Say Otherwise.

llms.txt may be the most confidently recommended AI visibility tactic with the least evidence behind it. A plugin will generate one for you. A dozen guides w...

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The Ghost Citation Problem: When AI Reads Your Content and Recommends Your Competitor

The Ghost Citation Problem: When AI Reads Your Content and Recommends Your Competitor

Your content gets cited by AI but your brand never appears in the answer. Here’s what a ghost citation is, why it happens, and what to do about it.

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The Three-Bot Problem: Why Blocking One AI Crawler Does Almost Nothing

The Three-Bot Problem: Why Blocking One AI Crawler Does Almost Nothing

OpenAI runs three separate crawlers. Anthropic runs three more. Each one does a different job, accepts different instructions, and produces a different outco...

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Your Homepage Is Not Your Reputation Layer

Your Homepage Is Not Your Reputation Layer

Most people assume that if they clean up their website, add schema, and write better copy, AI will start recommending them. That is part of the story. But Mu...

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Google Is Citing Itself More Than Anyone Else in AI Mode

Google Is Citing Itself More Than Anyone Else in AI Mode

Google.com is now the single most cited domain in AI Mode. Including YouTube, Google-controlled properties account for roughly 20% of all AI Mode citations....

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Why ChatGPT Found Your Page and Cited Someone Else

Why ChatGPT Found Your Page and Cited Someone Else

Your page is indexed. Your content is accurate. Your answer is better than the one ChatGPT gave.

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Three Words That Can Make Your Website Invisible to AI (And What They Actually Mean)

Three Words That Can Make Your Website Invisible to AI (And What They Actually Mean)

Schema.org, blog engine, and LLMs.txt sound technical, but they all point to the same issue: machines need help understanding your website.

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Why Your Website Needs a Directory Page (And Why It's Actually an AI Visibility Move)

A directory page isn't just an HTML sitemap—it's a Semantic Crawl Hub for ChatGPT, Perplexity, and Gemini. Learn how to build it properly.

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The Internet Is Starting to Sound Like One Loud Person. That’s Your Opportunity.

When enough websites, emails, and blogs use the same AI-generated structures, readers start pattern-matching before they’re even conscious of it. Here is how to cut through the noise.

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Why Founders, Creators, and Teams Need an Authoritative About Page

If you run a business, create content, or sell expertise online, your About pages are doing far more work than most people realise. Here is how to build one properly.

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Forget SEO. The New Game Is Getting AI to Cite You.

Your customers have stopped Googling. They're asking ChatGPT. Learn why being the "source of truth" is the only visibility metric that matters now.

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