Citation Rate
Shopping ad impressions are falling while CTR climbs, and the industry is reading it as loss. After fifteen years inside the Google Ads auction, I read the same numbers as a channel being refined. The interesting part is what happens to the stage Shopping is losing: it is the one stage you cannot buy your way into.
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Citation Rate
A new Semrush study shows AI Overviews expanding across high-value commercial searches – exactly the keywords where advertisers pay the most. For fifteen years I have managed Google Ads accounts as a Diamond Product Expert, and the wall between paid and organic just developed a crack. Here is why your Citability Score is now a line item in your media efficiency.
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AI Visibility
A clickstream study of 846,000 Google sessions shows that when an AI Overview is on the page, even users who searched for your brand by name pause to evaluate what surrounds it before they click. Brand recall stopped being a shortcut. How the AI represents you is now the gate.
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AI Visibility
Google AI Mode now labels Reddit threads and forum discussions as "Expert Advice" inside its AI responses. For brands measuring AI visibility, this is not a new signal. It is a public confirmation of one we have been tracking from day one.
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