The AI Visibility Gap

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AEO, SEO, GEO, AIEO: Why the Acronyms Mislead

September 4, 2026  ·  12 min read

The Acronym Problem Nobody in This Industry Wants to Admit The companies building AI visibility and remediation tools — CiteMetrix, Profound, Scrunch, Peec, Otterly AI…

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Entity Maps: The Sitemap for AI Search — Or Just Another Standard Nobody Asked For?

July 28, 2026  ·  8 min read

A balanced look at what EntityMap does, what the early evidence says, and why the honest answer is "we don't know yet — but the…

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Citation Authority Matters: How to Become the Top Source for ChatGPT and Perplexity

July 21, 2026  ·  6 min read

For over two decades, SEO was a game of blue links. We obsessed over rankings, backlinks, and click-through rates. But in 2026, the landscape has…

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Why AI Search Visibility Cannot Be Measured as a Snapshot

July 9, 2026  ·  7 min read

For two decades, the "SEO Audit" has been the cornerstone of digital marketing. Agencies bundle it into every proposal, promising a deep-dive snapshot of exactly…

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A note on building an AI-visibility tool you can actually audit.

July 7, 2026  ·  6 min read

Most analytics products ask you to trust a number without showing you how it’s made. In the world of traditional SEO, we’ve spent two decades…

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New Platform Watch: Perplexity Just Rewired How Search Works : Are You Even Trackable Anymore?

July 2, 2026  ·  6 min read

For over a decade, we played a predictable game. You wrote a page, you optimized for a keyword, and you waited for a crawler to…

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You Can Rank #1 on Google and Still Be Invisible

June 30, 2026  ·  7 min read

A client asked me a simple question last month: "We're number one on Google for our category. Why does it feel like nobody new is…

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The Best AI Visibility Tools for Agencies (And What to Actually Look For)

June 24, 2026  ·  7 min read

Picture this: You’re on a monthly reporting call with one of your top SEO clients. You’ve just finished showing them a 12% increase in organic…

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Why This Chapter of SEO Doesn’t Read Like the Others

June 17, 2026  ·  7 min read

I’ve watched a lot of chapters in the search story. Most of them were variations on a theme. For twenty-plus years, Google owned 70 to…

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AI Engine Optimization

Why We Rebuilt Our Scan Engine From Scratch — and What It Says About Trusting an AI-Visibility Tool

June 2, 2026  ·  7 min read

By Eric Richmond, Founder, CiteMetrix Most companies don’t publish how their analytics actually work. The methodology is a black box, the score is a number…

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Google just told the SEO industry that GEO doesn’t exist. Here’s what they left out.

May 21, 2026  ·  7 min read

By Eric Richmond, Founder and CEO, CiteMetrix Six days ago, Google’s Search Central team published a new official guide called “Optimizing your website for generative…

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The State of AI Search 2026

May 18, 2026  ·  21 min read

How seven AI platforms changed the rules of brand visibility — and what marketers need to do about it A research report by CiteMetrix |…

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