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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.

What to Do When AI Gets Your Brand Wrong
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What to Do When AI Gets Your Brand Wrong

Ask ChatGPT or Gemini about your company, and you might get a flat-out wrong answer, the wrong industry, a competitor’s product listed as yours,…

July 29, 2026
How to Run a Content Audit for AEO
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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
How to Track Which AI Bots Crawl Your Site
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How to Track Which AI Bots Crawl Your Site

AI bot crawl tracking means verifying, through server logs or CDN data, whether bots like GPTBot, ClaudeBot, PerplexityBot, and Google Extended actually visited your…

July 28, 2026

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Model behaviour changes, what we have measured, and what we got wrong.