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How to Track Brand Mentions and Citations in AI Answers?
AI search is changing how people discover and evaluate brands. Instead of clicking through a list of search results, users are increasingly getting direct…
August 21, 2026- Home
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Guides, analysis, and the occasional correction.
Written by the people who run the engagements. Where our industry is overclaiming, we say so, including when the overclaim would be convenient for us.
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Original Data and Statistics Pages: The Format AI Cites Most
Every day, thousands of articles repeat the same facts and statistics from existing sources. While this content can still be useful, it rarely becomes…
July 31, 2026
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How to Repurpose Existing Content for AI Search
Most content teams already have a library of published pages that contain useful information, research, and expertise. The challenge is that many of these…
July 30, 2026
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How to Run a Content Audit for AEO
AI search does not evaluate content the same way traditional search engines do. Instead of only looking at rankings or keywords, AI systems analyze…
July 29, 2026
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E-E-A-T for AI: Trust Signals That Earn Citations
Many websites publish accurate content, but not all become trusted sources for AI. Good writing alone isn’t enough. AI also looks for who created…
July 28, 2026
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How to Fact-Check and Source Content So AI and Readers Trust It
Information can reach thousands of people within minutes, but accuracy does not always spread at the same speed. A statistic without a source, a…
July 27, 2026
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Removing AI Footprints: Making Drafted Content Read as Human
AI can help produce a first draft in minutes, but many AI-written articles still feel easy to recognize. The writing may be grammatically correct,…
July 26, 2026
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Entity and Attribute Rich Content: The Format AI Lifts into Answers
Many articles contain useful information but still don’t appear in AI-generated answers. The difference often isn’t the quality of the writing it’s how the…
July 25, 2026
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The Analyst Voice: Writing With the Authority AI Trusts
Trust is one of the most valuable qualities in writing. Readers are more likely to believe content that explains ideas clearly, supports claims with…
July 24, 2026
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Content Structure for AI Extraction: The Direct-Answer Lead
You can write a detailed article and still miss out on AI citations if the answer is buried halfway through the page. Content structure…
July 23, 2026One email a month. Only when there is something worth saying.
Model behaviour changes, what we have measured, and what we got wrong.