AEO strategy, case studies, and field reports from the AI-hybrid workflow. Written by humans, optimized for machines.
Google began testing this technology under the name Search Generative Experience (SGE) in May 2023, giving early access to a limited group of users through Search Labs. By May 2024, AI Overviews rolled out broadly across the United States, moving…
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11 min read
The reason they're in the dark comes down to a default GA4 behavior: traffic arriving from AI platforms gets quietly absorbed into the Referral…
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9 min read
If you've heard the term but aren't entirely sure what it means, you're not alone. There's also a fair amount of uncertainty baked into…
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10 min read
Structured data lives in knowledge graphs - and one of the most influential sources feeding those graphs is Wikidata. With over 120 million entities…
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11 min read
Getting cited by Perplexity AI is not about chasing another algorithm update or stuffing your content with new signals in hopes of gaming a…
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12 min read
Server-side tracking has emerged as the practical fix for browser-side tracking limitations, and Cloudflare Zaraz is one of the more compelling tools in that…
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11 min read
For most of its history, a Google core update meant the familiar scramble: check your E-E-A-T signals, audit your content, wait it out. But…
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10 min read
What most people do not realize is that a quiet but significant shift has been happening underneath the surface of how content gets discovered.…
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8 min read
This is happening to businesses right now, across industries, and the frustration cuts both ways. Customers feel misled when the price doesn't match what…
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10 min read
AI tools misrepresenting businesses is not a rare glitch. Business owners, marketers and brand managers are running into this constantly. AI tools like ChatGPT…
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9 min read
