The AI Visibility Gap

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The Holiday Shopper Might Arrive as an Agent — and Your Feed Is Now Your Storefront

October 22, 2026  ·  11 min read

By Eric Richmond Three Google announcements in one week changed the shape of holiday commerce: September 16: Search Engine Land reported that Google expanded agentic…

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The Follow-Up Query Is Where You Lose the Buyer

October 21, 2026  ·  10 min read

Nearly every AI visibility test in the wild follows the same pattern: ask one question, record the answer, and check whether the brand appeared. That…

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The Correction Mechanism Used to Be Free. Now You Have to Pay for It.

October 20, 2026  ·  8 min read

By Eric Richmond On September 20, 2026, Duane Forrester published “LLMs Are Time Machines That Don’t Tell You How Far You Went” in Duane Forrester…

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Retrieved Is Not Cited, and It’s Not Recommended Either

October 19, 2026  ·  9 min read

By Eric Richmond, CiteMetrix In a Semrush workflow run across four AI tools, 32 questions produced 693 cited sources, but the brand did not appear…

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Google Can’t Tell You Where You Appeared Inside an AI Overview

October 16, 2026  ·  9 min read

By Eric Richmond, CiteMetrix Google has built a reporting surface for AI Overviews. But that reporting still cannot answer one of the most familiar questions…

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The Agentic Web Needs Governance Before It Needs Optimization.

October 15, 2026  ·  9 min read

By Eric Richmond, Founder of CiteMetrix Teams are being briefed on agentic readiness, and many of those briefs begin with content: what to publish, how…

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Ghost Citations: 62% of the Time, AI Cites You and Never Names You

October 14, 2026  ·  9 min read

By Eric Richmond, CiteMetrix AI can use your page to build an answer without ever naming your brand. That is not a rare edge case.…

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Google Put a Price on AI Contribution. Citations Aren’t Worth Anything.

October 13, 2026  ·  9 min read

“Web content may also confirm facts or be linked to within Google’s AI after a response is generated, but those instances don’t qualify for AI…

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GEO Has Three Pillars. Here’s How to Measure All Three.

October 12, 2026  ·  9 min read

By Eric Richmond Most generative engine optimization advice focuses on tactics: add structured data, improve your content, publish an llms.txt file, or earn more third-party…

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Branded Search Volume Is the New Link, and We Already Weight It at 20%

October 9, 2026  ·  8 min read

By Eric Richmond, Founder of CiteMetrix A recent survey of search experts described branded search volume as “the new link.” That is a useful way…

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Google Priced the Citation at Nothing. Then It Started Selling the Slot Next to It.

October 8, 2026  ·  9 min read

By Eric Richmond Two stories from this week only make sense when you put them next to each other. First, Google’s AI contribution pilot says…

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Being Mentioned Isn’t the Same as Being Cited, or Recommended

October 7, 2026  ·  10 min read

By Eric Richmond, CiteMetrix Semrush’s September 8, 2026 study of the manufacturing vertical found that only two domains appeared in both its top-mentioned and top-cited…

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