Notes on digital growth, search, and how brands reach audiences.
Official AI search performance data from Google is finally here, and for generative engine optimization that’s a big deal. Bing had announced the same in Feb 2026. Publishers…
Most AEO strategies treat ChatGPT as a single surface. Content either shows up in ChatGPT responses or it does not. That view is already outdated. OpenAI is building…
Most citation optimization assumes stability. If you maintain content quality and keep things technically accessible, your citations should persist. That thinking treats the extraction mechanism as static. The…
For two decades, when Google published guidance on Search, the SEO industry treated it as the word of God. That instinct was earned. Google ran the search market,…
Critical SEO elements must sit early in the HTML document, because Googlebot fetches only the first 2MB of a page. HTML is read top to bottom. Most developers…
If your content requires a session or cookie state to render, Google may not see it. A lot of modern sites assume the visitor arrives carrying state. A…
There’s a question that keeps surfacing in SEO and development circles: does Google actually need you to server-side render your pages, or can it handle JavaScript just fine…
