Citation Rate
On June 3, 2026, Anthropic explained how it makes Claude answer correctly using internal data: not better models, but structure. The same framework that fixes internal analytics maps almost perfectly onto a brand problem – making LLMs answer correctly about your company. This is the brand skill file.
Read article
Citation Rate
The entire AI visibility market measures the same thing: how often AI mentions your brand. It is the easy number. It is also the symptom. The cause – whether your site is structurally citable in the first place – is the metric almost no one builds, because it is harder to explain. That is exactly why it matters more.
Read article
AI Visibility
Google deprecated FAQ rich results on May 7, 2026. It is not a feature update – it is the latest signal of an infrastructural shift. Search is going horizontal. And part of the SEO community has picked the lazy way out: rebrand the acronym instead of learning the new disciplines.
Read article
AI Visibility
AI is compressing agency margins from both sides. Clients bring work in-house, budgets shrink, and execution gets commoditized. Here is why Citation Rate changes the equation — for agencies and their clients.
Read article