Right now, we’re dealing with a search landscape that is both unstable in influence and dangerously easy to manipulate. We keep asking how to influence AI answers – without acknowledging that LLM outputs are probabilistic by design. In today’s memo, I’m covering: Why LLM visibility is a volatility problem. What new research proves about how […]
Google Downplays GEO – But Let’s Talk About Garbage AI SERPs
Google’s Danny Sullivan and John Mueller’s Search Off The Record podcast offered guidance to SEOs and publishers who have questions about ranking in LLM-based search and chat, debunking the commonly repeated advice to “chunk your content.” But that’s really not the conversation Googlers should be having right now. SEO And The Next Generation Of Search […]